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RJ Reynolds

Nicotine Menthol Hexagon Rsm - Tom Perfetti. Nmpanel.

Date: 09 Sep 1980
Length: 1076 pages
508918042-508919117
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Date Loaded
27 Feb 1998
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Ftn09
M157
Named Person
Joh, N.M.
Thomas Compsys
Steichen
Hewlett Packard
Mcmaster Univ
Perfetti, T.A.
Duncan
Hardman
Rjr
Characteristic
Marginalia
Request
1rfp71
Castano
1rfp1
Burton
2rfp16
1rfp72
1rfp76
1rfp77
1rfp78
1rfp83
1rfp93
Minnesota
Box
Rjr1246
Site
R&D
Product Development
Perfetti Ta
Sr R&D Chemist
111721
Brand
Salem
UCSF Legacy ID
eiq83d00

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Page 1: eiq83d00
NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5. 1980. 3:55 PM PAGE 5 FILE NMPANEL (CREATION DATE s 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8048 36. 2 .7 .9 35.3 38. 3 1.1 1.3 36.6 I 40. 22 8.1 9.5 46.1 I 41. 1 .4 .4 46.6 42. 4 1.5 1.7 48.3 45. 6 2.2 2.6 50.9 46. 1 .4 .4 51.3 47. 2 .7 .9 52.2 48. 4 1.5 1.7 53.9 50. 1'0 3.7 4.3 58.2 51. 1 .4 .4 58.6 52. 3 1.1 1.3 59.9 53. 4 1.5 1.7 61.6 54. 2 .7 .9 62.5 55. 6 2.2 2.6 65.1 56. 3 1.1 1.3 66.4 57. 1 .4 .4 66.8 58. 1 .4 .4 67.2 60. 76 28.1 32.8 100.0 , -1. 38 14.1 MISSING 100.0 t TOTAL 270 100.0 100.0 MEAN 42.379 STD ERR 1.117 MEDIAN 45.167 MODE 60.000 STD DEV 17.018 VARIANCE 289.622 KURTOSIS -1.012 SKEWNESS -.525 RANGE 57.000 MINIMUM 3.000 MAXIMUM 60.000 ~ l VALID CASES 232 MISSING CASES 38 ~
Page 2: eiq83d00
50891 8045 51 STATISTICS ALL 00051000 GIVEN WORKSPACE ALLOwS FOR 2250 T 52 READ INPUT DATA OTAL VALUES AND 225 LABELED VALUES PER VARIABLE FOR 'FREQUENCIES' 00052000 . ~ t F i c
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5. 1980. 3=55 PM PAGE 7 FILE NMPANEL (CREATION DATE - 9/ 5/80) HEXAGON RSM PANEL DATA THERMMEN MENTHOL THERMOMETER RATING 50891 8050 F CATE60HY LABEL CODE ABSOLUTE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) 0. 3 1.1 1.2 1.2 f, _ t 10. 6 2.2 2.3 3.5 20. 9 3.3 3.5 7.0 f 30. 12 4.4 4.7 11.7 ~'.. { 40. 27 10.0 10.5 22.2 ~ 50. 22 8.1 8.6 30.7 ! 60. 37 13.7 14.4 45.1 70. 50 18.5 19.5 64.6 80. 53 19.6 20.6 85.2 ( 90. 33 12.2 12.8 98.1 95. 1 .4 .4 98.4 100. 4 1.5 1.6 100.0 t: -1. 13 4.8 MISSING 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 '. MEAN 63 054 STO ERR 1.379 MEDIAN 68.750 . MODE 80. 000 STD DEV 22.108 VARIANCE I 488.778 KURTOSIS -. 042 SKEWNESS -.738 RANGE 100.000 MINIMUM . 000 MAXIMUM 100.000 VALID CASES 257 MISSING CASES 13 ~ ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRIr SEP 5i 1980. 3:55 PM PAGE 3 FILE NMPANEL (CREATION DATE : 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8046 INCELL CELL CODE BEFORE SPLITING CENTER CATEGORY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) CUM . _ FREQ (PCT) 1. 31 11.5 11.5 11.5 t 2. 32 11.9 11.9 23.3 3. 33 12.2 12.2 35.6 4. 24 8.9 8.9 44.4 5. 33 12.2 12.2 56.7 6. 32 11.9 11.9 68.5 7. 85 31.5 31.5 100.0 -°--- ------ ------ TOTAL 270 100.0 100.0 MEAN 4.600 STD ERR .132 MEDIAN 4.955 MODE 7.000 STD DEV 2.172 VARIANCE 4.717 ( KURTOSIS -1.354 SKEWNESS -.323 RANGE 6.000 ~ MINIMUM 1.000 MAXIMUM 7.000 c VALID CASES 270 MISSING CASES 0 ~ t E L C. t L
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRIr SEP 5. 1980. 3:55 PM PAGE 4 FILE NMPANEL (CREATION DATE = 9/ 5/80) HEXAGON RSM PANEL DATA t SMOKET X OF TEST CIGARETTES SMOKED RELATIVE ADJUSTED CUM ABSOLUTE FREQ FREQ FREQ CATEGORY LABEL CODE FREQ (PCT) (PCT) (PCT) 50891 8047 f 3. 2 .7 .9 .9 ., 1. 5. 1 .4 .4 1.3 6. 1 .4 .4 1.7 9. 1 .4 .4 2.2 C 10. 7 2.6 3.0 5.2 12. 2 .7 .9 6.0 t' 15. 6 2.2 2.6 8.6 t 16. 1 .4 .4 9.1 17. 1 .4 .4 9.5 t 18. 3 1.1 1.3 10.8 (. 20. 17 6.3 7.3 18.1 22. 2 .7 .9 19.0 t 23. 1 .4 .4 19.4 ~ 24. 2 .7 .9 20.3 25. 4 1.5 1.7 22.0 t 26. 2 .7 .9 22.8 ~ 28. 1 .4 .4 23.3 30. 15 5.6 6.5 29.7 i 32. 2 .7 .9 30.6 4 33. 2 .7 .9 31.5 34. 2 .7 .9 32.3 c, 35. 5 1.9 2.2 34.5 4 L
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r r { /`~iGG Srsso ~f ES 50891 8042 :JU•1 N+q.THOMAS.CO1^tPSYSrSfEICHEN ~/ PRI.JKIIY = DSS i1+rd1 = riJ iIME = UNLINITEDiSECONDS 0,4' (/~i.l~,SLES G/1 t JUn nt1AtPER = NJ43 rF4t. SEp 5, 148U. 3:54 PM HN30(tq / MPE III F.S1.8U t #rx##**x'x##*###*tx#+e*,tx#t#x##+t#####x*####*##*##st#**#*##*##*##*#x##*#* • t WELCOME TO DEVFLOPMENT'S HP-3000 SERIES III COMPUTER SYSTEM • **#####,t###*########r####,r#x##*####*########x####*,r#**#*##*#####*##### ~ FILE LP:DEV=LP :PURGE NMRSMtA :FItE FTN09'=NMRSMr.NEW7SAVE:REC--80..F.BINARY7DISC=2U : SP'SS NMSPSSh STO s p F' k (
Page 7: eiq83d00
NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5, 1980. 3:55 PM PAGE 15 50891 8058 FILE NMPANEL (CREATION DATE - 9/ 5/80) HEXAGON RSM PANEL DATA A STE > TOBACCO < NO - EXTREME TOBACCO T ATEGORY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) . CUM FREQ (PCT) 1. 20. 7.4 7.5 7.5 2. 31 11.5 11.6 19.1 3. 66 24.4 24.7 43.8 4. 90 33.3 33.7 77.5 5. 42 15.6 15.7 93.3 6. 15 5.6 5.6 98.9 7. 3 1.1 1.1 100.0 -.-' -1. 3 1.1 MISSING 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 ~ MEAN 3.599 STD ERR .080 MEDIAN 3.683 MODE 4.000 STD DEV 1.309 VARIANCE 1.715 KURTOSIS -.173 SKEWNESS -.077 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 t VALID CASES 267 MISSING CASES 3 { I d l
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FILE NMPANEL (CREATION DATF m 9/ 5/80) HEXAGON RSM PANEL DATA C~ THERM THERMOMETER RATING OF TEST PRODUCT 50891 8049 ( . . • i 10. 3 1.1 1.2 1.9 20. 5 1.9 1.9 3.9 ~ 30. 10 3.7 3.9 7.8 f 35. 1 .4 .4 8.1 40. 19 7.0 7.4 15.5 ~ 50. 13 4.8 5.0 20.5 i 60. 56 20.7 21.7 42.2 70. 62 23.0 24.0 66.3 ~ 75. 1 .4 .4 66.7 l 80. 56 20.7 21.7 88.4 85. 1 .4 .4 88.8 i 90. 28 10.4 10.9 99.6 ( 95. 1 .4 .4 100.0 -1. 12 4.4 MISSING 100.0 ( ------ -----•• ------ a FRI. SEP 5, 1980, 3:55 PM PAGE 6 RELATIVE ADJUSTED CUM ABSOLUTE FREQ FREQ FREQ CATEGORY LABEL CODE FREQ (PCT) (PCT) (PCT) 0 2 7 .8 .8 TOTAL 270 100.0 100.0 MEAN 65.233 STD ERR 1.165 MEDIAN 69.113 MODE 70.000 STD DEV 18.717 VARIANCE 350.335 KURTOSIS .986 SKEWNESS -1.017 RANGE 95.000 MINIMUM .000 MAXIMUM 95.000 VALID CASES 258 MISSING CASES 12 l (
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI, SEP 5, 1980, 3:55 PM PAGE 9 50891 8052 FILE NMPANEL (CREATION DATE - 9/ 5/80) HEXAGON RSM PANEL DATA t 4 ABSOLUTE RELATIVE ADJUSTED FREQ FREQ CUM ~ . FREQ CATEGORY LABEL CODE FREQ (PCT) (PCT) (PCT) G 1. 65 24.1 24.2 24.2 2. , 99 36.7 36.8 61.0 3. 41 15.2 15.2 76.2 ( 4. 31 11.5 11.5 87.7 ~ 5. 18 6.7 6.7 94.4 6. 11 4.1 4.1 98.5 f 7. 4 1.5 1.5 100.U -1. 1 .4 MISSING 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 MEAN 2.580 STD ERR .090 MEDIAN 2.202 ( MODE 2.000 STD DEV 1.468 VARIANCE 2.155 KURTOSIS .411 SKEWNESS 1.018 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.0U0 t VALID CASES 269 MISSING CASES 1
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c NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRIr SEP 5. 1980. 3:55 PM PAGE 16 FILE NMPANEL (CREATION DATE a 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8059 BITTER < NOT - EXTREMELY BITTER TASTE > ATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM ~ FREQ (PCT) 1. 102 37.8 38.1 38.1 2. 60 22.2 22.4 60.4 3. 38 14.1 14.2 74.6 4. 30 11.1 11.2 85.8 5. 24 8.9 9.0 94.8 6. 10 3.7 3.7 98.5 7. 4 1.5 1.5 100.0 -1. 2 .7 MISSING f 100.0 TOTAL 270 100.0 100.0 MEAN 2.478 STD ERR .097 MEDIAN 2.033 MODE 1.000 STD DEV 1.590 VARIANCE 2.528 KURTOSIS -.134 SKEMNESS .909 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 268 MISSING CASES 2 ~
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50891 8051 FRI. SEP 5, 1980. 3:55 PM PAGE 8 NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FILE NMPANEL (CREATION DATE - 9/ 5/80) HEXAGON RSM PANEL DATA STRENGTH < NOT - EXTREMELY STRONG > RELATIVE ADJUSTED CUM ABSOLUTE FREQ FREQ FRE® CATEGORY LABEL CODE FREQ (PCT) (PCT) (PCT) 1. 21 7.8 7.8 7.8 2. 46 17.0 17.1 24.9 3. 57 21.1 21.2 46.1 4. 76 28.1 28.3 74.3 5. 39 14.4 14.5 88.8 6. 23 8.5 8.6 97.4 7. 7 2.6 2.6 100.0 -1. 1 .4 MISSING 100.0 ------ ------ ------ (" TOTAL 270 100.0 100.0 MEAN 3.606 STD ERR .090 MEDIAN 3.638 MODE 4.000 STD DEV 1.474 VARIANCE 2.173 KURTOSIS -.515 SKEWNESS .146 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 269 MISSING CASES 1 1c { [ t E
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5i 1980i 3:55 PM PAGE 10 FILE NMPANEL (CREATION DATE - 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8053 ARTIfICL < NOT - EXTREMELY ARTIFICIAL > CATEGORY LABEL CODE ABSOLUTE FREG RELATIVE ADJUSTED FREO FREQ (PCT) (PCT) CUM ~ FREQ (PCT) 1. 32 11.9 12.0 12.0 2. 64 23.7 24.0 36.0 3. 44 16.3 16.5 52.4 4. 69 25.6 25.8 78.3 5. 37 13.7 13.9 92.1 6. 17 6.3 6.4 98.5 7. 4 1.5 1.5 100.0 -1. 3 1.1 MISSING 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 MEAN- 3.307 STO ERR .092 MEDIAN 3.352 MODE 4.00U STD DEV 1.503 VARIANCE 2.259 KURTOSIS -.734 SKEWNESS .222 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 267 MISSING CASES 3 E^ l s C t:. .
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FILE NMPANEL (CREATION OATE : 9/ 5/80) HEXAGON RSM PANEL.DATA HARSH < N0T - EXTREMELY HARSH TASTE > FRI. SEP 5. 1980. 3e55 PM PAGE 13 50891 8056 I \ ATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM f FREQ (PCT) 1. 75 27.8 28.0 28.0 w 2. 63 23.3 23.5 51.5 3. 36 13.3 13.4 64.9 4. 30 11.1 11.2 76.1 5. 33 12.2 12.3 88.4 6. 18 6.7 6.7 95.1 7. 13 4.8 4.9 100.0 -1. 2 .7 MISSING 100.0 TOTAL 270 100.0 100.0 (_ MEAN 2.959 STD ERR .112 MEDIAN 2.437 MODE 1.000 STD OEV 1.830 VARIANCE 3.350 KURTOSIS -.723 SKEWNESS .652 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 268 MISSING CASES 2 ` ~ l ~
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r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5i 1980, 3:55 PM PAGE 11 FILE NMPANEL (CREATION DATE - 9/ 5/80) HEXAGON RSM PANEL DATA HOT < NOT - EXTREMELY HOT TASTE > RELATIVE ADJUSTED CUM ABSOLUTE FREQ FREQ FREQ ( CATEGORY LABEL CODE FREO (PCT) (PCT) (PCT) 1. 77 28.5 28.7 28.7 2. 65 24.1 24.3 53.0 3. 46 17.0 17.2 70.1 4. 31 11.5 11.6 81.7 5. 27 10.0 10.1 91.8 6. 21 7.8 7.8 99.6 7. 1 .4 .4 100.0 -1. 2 .7 MISSING 100.0 TOTAL 270 100.0 100.0 MEAN 2.75U STD ERR .099 MEDIAN 2.377 MODE 1.000 STD DEV 1.619 VARIANCE 2.623 KURTOSIS -.706 SKEWNESS .645 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 268 MISSING CASES 2 50891 8054 ( f E L
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C NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI, SEP 5, 1980, 3:55 PM PAGE 12 FILE NMPANEL (CREATION DATE = 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8055 f MINTY < NO - EXTREME MINTY TASTE > (I t . CATEGORY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREa FREQ (PCT) (PCT) CUM a FREQ (PCT) 1. 48 17.8 17.8 17.8 ~ 2. 66 24.4 24.5 42.4 3. 41 15.2 15.2 57.6 4. 50 18.5 18.6 76.2 5. 35 13.0 13.0 89.2 f 6. 23 8.5 8.6 97.8 ~ 7. 6 2.2 2.2 100.0 { -1. 1 .4 MISSING 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 MEAN 3.190 STD ERR .101 MEDIAN 3.000 MODE 2.000 STD DEV 1.663 VARIANCE 2.766 KURTOSIS -.873 SKEWNESS .377 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 269 MISSING CASES 1 t f t
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI, SEP 5, 1980. 3:55 PM PAGE 14 FILE NMPANEL (CREATION DATE • 9/ 5/80) HEXAGON RSM PANEL DATA MENTHOL < NO - EXTREME MENTHOL TASTE > 50891 8057 t l f CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) 1. 11 4.1 4.1 4.1 ~ 2. . 40 14.8 15.0 19.1 3. 52 19.3 19.5 38.6 4. 66 24.4 24.7 63.3 ~ 5. 56 20.7 21.0 84.3 6. 24 8.9 9.0 93.3 ~ 7. 18 6.7 6.7 100.0 -1. 3 1.1 MISSING t 100.0 TOTAL 270 100.0 100.0 MEAN 3.974 STD ERR .094 MEDIAN 3.962 ~ MODE 4.000 STD DEV 1.533 VARIANCE 2.349 KURTOSIS -.602 SKEWNESS .120 , RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 ~ VALID CASES 267 MISSING CASES 3 t
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5r 1980i 3754 PM PAGE 2 \ 00 REPEAT REQUIRED 368 BYTES OF WORKSPACE. 50891 8044 16 COMPUTE CELLsUNIFORM(1.0) 00016000 17 IF (INCFLL EQ 7 AND CELL LE .33) CELL=8 00017000 18 IF (INCELL EQ 7 AND CELL LE .66) CELL=9 00018000 19 IF (CELL LE 7.5) CELLsINCELL 00019000 20 VAR LABELS CELL RSM POINT IDENTIFYER/ 00020000 21 ~ INCELL CELL CODE BEFORE SPLITING CENTER/ 00021000 22 'NSMOKET # OF TEST CIGARETTES SMOKED/ 00022000 f 23 'THERM THERMOMETER RATING OF TEST PRODUCT/ ' 00023000 24 THERMMEN MENTHOL THERMOMETER RATING/ 00024000 25 ',STRENGTH < NOT - EXTREMELY STRONG >/ 00025000 t 26 `ORAW < " EASY TO - EXTREMELY HARD TO DRAW >/ 00026000 27 IRTIFICL < NOT - EXTREMELY ARTIFICIAL >/ 00027000 28 4HOT < NOT - EXTREMELY HOT TASTE >/ 00028000 ~° 29 \MINTY < NO - EXTREME MINTY TASTE >/ 00029000 30 `t1ARSH < NOT - EXTREMELY HARSH TASTE >/ 00030000 31 ~tENTHOL < NO - EXTREME MENTHOL TASTE >/ 00031000 ( 32 "fOBACCO < NO - EXTREME TOBACCO TASTE >/ 00032000 33 '6ITTER < NOT - EXTREMELY BITTER TASTE >/ 00033000 34 \Y ONGUE < NO - EXTREME TONGUE BITE >/ 00034000 ( 35 SMOOTH < NOT - EXTREMELY SMOOTH TASTE >/ 00035000 36 ~ICH < NOT - EXTREMELY RICH FLAVOR >/ 00036000 37 'LIGHT < NOT - EXTREMELY LIGHT TASTE >/ 00037000 ( 38 'SATISFY < NOT - EXTREMELY SATISYING >/ 00038000 39 UBRAND USUAL BRAND OF C IGARETTE/ 00039000 40 SMOKEU USUAL !i OF CIGAR ETTES PER DAY/ 00040000 ~ 41 SEX SEX OF RESPONDEN T/ 00041000 42 AGE AGE GROUP OF RES PONDENT/ 00042000 43 DESNIC NICOTINE RSM DES IGN UNITI 00043000 Z 44 DESMEN MENTHOL RSM DESI GN UNIT/ 00044000 45 VALUE LABELS SMOKEU (1) 1 TO 15 (2) 16 TO 25 (3) OVER 25/ 00045000 46 SEX (1) MALE (2) FEMALE/ 00046000 ~ 47 AGE (1) 18 - 34 (2) 35 & OVER 00047000 48 MISSING VALUES INCELL TO DESMEN (-1) 00048000 49 PRINT FORMATS DESNIC,DESMEN (3) 00049000 ~ 50 FREQUENCIES GENERAL-ALL 00050000 ~CoD~ ~,l(i~KO C69c=69~~~1935~=193a--~1~93~=4~34~ s GLEc-T ir [ ~xSG_c~SC~ ~$03.~-=Fro3~,~~1'i4 :Xi3t~ `C~t 3L ~ C~114- ~ (-V11(- \ [~Z9 4. / ( 39~- ) (r3r ~ (W~a9 4 /) ~gLy ` > C4 T d !- ~ aSS1~ ( u32nrCA NE. ~ 1 > r
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5i 1980. 3:55 PM PAGE 19 50891 8062 FILE NMPANEL (CREATION DATE = 9/ 5/80) HEXAGON RSM PANEL DATA A R &' VO > RICH < NOT - EXTREMELY RICH FL RELATIVE ADJUSTED ABSOLUTE FRED FREa CUM FREa CATEGORY LABEL CODE FREa (PCT) (PCT) (PCT) 1. 19 7.0 7.1 7.1 . t 2.. 37 13.7 13.8 20.8 3. 50 18.5 18.6 39.4 C 4. 59 21.9 21.9 61.3 5. 57 21.1 21.2 82.5 6. 40 14.8 14.9 97.4 ~ 7. 7 2.6 2.6 100.0 ~ -1. 1 .4 MISSING 100.0 ------ ------ ------ TOTAL ?70 100.0 100.0 MEAN 3. 914 STD ERR .095 MEDIAN 3.983 MODE 4. 000 STD DEV 1.554 VARIANCE 2.414 KURTOSIS -. 826 SKEMNESS -.127 RANGE 6.000 MINIMUM 1. 000 MAXIMUM 7.000 VALID CASES 269 MISSING CASES I C
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5. 1980. 3:55 PM PAGE 22 FILE NMPANEL (CREATION DATE = 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8065 UBRAND USUAL BRAND OF CIGARETTE CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE FREQ (PCT) ADJUSTED FREQ (PCT) CUM FREQ (PCT) *~ . 696. 1 .4 .5 .5 ., ~. 1934. 2 .7 .9 1.4 4934. 1 .4 .5 1.8 ~ 6856. 1 .4 .5 2.3 1 .4 .5 2.8 t 4 + -- 3 1 1 4 1 4 1 t 8 r. 7 . . . _ 8036. 3 1.1 1.4 5.5 [ -- -8944 2 7 9 4 6 - - . . . -9044-- 1 .4 .5 6.9 f nnna 1 .4 .5 7.3 ~ 8134. 49 18.1 22.5 29.8 8136. 6 2.2 2.8 32.6 ( 8174. 64 23.7 29,4 61.9 8176. 18 6.7 8.3 70.2 8294. 5 1.9 2.3 72.5 i 8394. 6 2.2 2.8 75.2 8438. 2 .7 .9 76.1 . r 68d - , 1 4 5 76 6 t ; 8 . . . 8694. 3 1.1 1.4 78.0 ~ 8696. 3 1.1 1.4 79.4 ~ 8754. 12 4.4 5.5 84.9 ~ ~889k: ' 2 .7 .9 85,8 ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5. 1980. 3:55 PM PAGE 26 i FILE NMPANEL (CREATION DATE = 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8069 ~ AGE - AGE GROUP OF RESPONDENT a CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) ~ 18 - 34 _ 1. 104 38.5 38.5 38.5 ~ 35 A OVER 2. 166 61.5 61.5 100.0 TOTAL 270 100.0 100.0 F MEAN 1. 615 STD ERR .030 MEDIAN 1.687 ~ MODE 2. 000 STD DEV .488 VARIANCE .238 KURTOSIS -1. 788 SKEWNESS -.475 RANGE 1.000 MINIMUM 1. 000 MAXIMUM 2.000 ~ VALID CASES 270 MISSING CASES 0 ~ f ~ C C C. - 6
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f NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5. 1980. 3:55 PM PAGE 27 FILE NMPANEL (CREATION DATF = 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8070 t DESNIC NICOTINE RSM DESIGN UNIT i : CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) 866 65 - 24.1 24.1 24.1 . . . + .000 140 51.9 51.9 75.9 .866 65 24.1 24.1 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 MEAN .000 STD ERR .037 MEDIAN .000 MODE .000 STD DEV .602 VARIANCE .362 ~ KURTOSIS -.918 SKEwNESS .000 RANGE 1.732 MINIMUM -.866 MAXIMUM .806 VALID CASES 270 MISSING CASES 0 6 ~ t f ( I { L.
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r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRIi SEP 5s 1980r 3:55 PM PAGE 23 FILE NMPANEL (CREATION DATE s 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8066 f.: 8854. 30 11.1 13.8 99.5 -SBe~tr; - 1 .4 .5 100.0 t1:~c -19-3- MISSING 100.0 TOTAL 270 100.0 100.0 C MEAN 8205.990 STD ERR . 59.534 MEDIAN 8174.188 MODE 8174.000 STO DEV 879.015 VARIANCE 772667.125 KURTOSIS 47.752 SKEWNESS -6.457 RANGE 8168.000 MINIMUM 696.000 MAXIMUM 8864.000 VALID CASES 218 MISSING CASES 52 C t t f ~.
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50891 8043 SPSS BATCH SYSTEM FRI. SEP 5. 1980. 3:54 PM PAGE 1 SPSS FUR THE HP/3000 SUMMFR-RELEASE, VERSION 8.0. JUNE 15. 1980. MCMASTER UNIVERSITY. USER: THOMAS COMPSYS ,STEICHEN ( DEFAULT SPACE ALLOCATION.. ALLOWS FOR.. 35 TRANSFORMATIONS WORKSPACE 24500 BYTES 140 RECODE VALUES + LAG VARIABLES TRANSPACE 3500 BYTES 56U IF/COMPUTE OPERATIONS 1 NUMBERED 2 RUN NAME NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI 3 FILE NAME NMPANEL HEXAGON RSM PANEL DATA 4 VARIABLE LIST INCELL.SMOKET,THERM,THERMMEN,STRENGTH,DRAW.ARTIFICL, 5 HOT,MINTY.HARSH,MENTHOL.TOBACCO.BITTER,TONGUE. 6 SMOOTH.RICH.LIGHT.SATISFY.UBRAND.SMOKEU.SEX,AGE 7 N OF CASES 270 8 INPUT MEDIUM DISC (NMPANEL) 9 INPUT FORMAT FIXED (F1.0.F3.0.2F4.0.14F2.0.F5.0.3F2.0) 00001000 00002000 00003000 00004000 00005000 00006000 00007000 00008000 00009000 t . C f ACCORDING TO YOUR INPUT FORMAT. VARIABLES ARE TO BE READ AS FOLLOWS VARIA7LE FORMAT RECORD COLUMNS INCELL F 1. 0 1 1- 1 SMOKET F 3. 0 1 2- 4 THERM F 4. 0 1 5- 8 THERMMEN F 4. 0 1 9- 12 STRENGTH F 2. 0 1 13- 14 DRAw F 2. 0 1 15- 16 ARTIFICL F 2. 0 1 17- 18 HOT F 2. 0 1 19- 20 MINTY F 2. 0 1 21- 22 HARSH F 2. 0 1 23- 24 ~ MENTHOL F 2. 0 1 25- 26 TOBACCO F 2. 0 1 27- 28 BITTER F 2. 0 1 29- 30 TONGUE F 2. 0 1 31- 32 SMOOTH F 2. 0 1 33- 34 RICH F 2. 0 1 35- 36 ~ LIGHT F 2. 0 1 37- 38 SATISFY F 2. 0 1 39- 40 UBRAND F 5. 0 1 41- 45 SMOKEU F 2. 0 1 46- 47 SEX F 2. 0 1 48- 49 AGE F 2. 0 1 50- 51 THE INPUT FORMAT PROVIDES FOR 22 VARIABLES. 22 WILL BE READ IT PROVIDES FOR 1 RECORDS ('CARDS') PER CASE. A MAXIMUM OF 51 'COLUMNS' ARE USED ON A RECORD. ~ 10 D0 REPEAT I= 1,2.3,4.5. 6.7/ 00010000 11 D2 =1,.5,-.5, -1.-. 5..5.0/ 00011000 t 12 D1 =0.-.866,- .866. 0..866..866.0/ 00012000 13 IF (I NCELL EQ I ) DES NIC=D1 00013000 14 IF (I NCELL EQ I ) DES MEN=D2 00014000 15 END REPEAT 00015000
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CPU TIME REQUIRED.. 5.79 SECONDS 50891 8074 fc 54 AGGREGATE GROUPVARS=CELL/ 00054000 l i C ! S t C t L
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5. 1980. 3:55 PM PAGE 20 l FILE NMPANEL (CREATION DATE x 9/ 5/80) HEXAGON RSM PANEL'DATA 50891 8063 LI6HT < NOT - EXTREMELY LIGHT TASTE > t ~ CATEGORY LABEL ABSOLUTE CODE FRE9 RELATIVE FREQ (PCT) ADJUSTED FRED (PCT) CUM FREC (PCT) a r 1. 16 5.9 5.9 5.9 l 2.. 36 13.3 13.3 19.3 3. 45 16.7 16.7 35.9 4. 57 21.1 21.1 57.0 ~ 5. 51 18.9 18.9 75.9 6. 47 17.4 17.4 93.3 ~ 7. 18 6.7 6.7 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 MEAN 4.126 STD ERR .100 MEDIAN 4.167 MODE 4.000 STD OEV 1.647 VARIANCE 2.713 ~ KURTOSIS -.878 SKEWNESS -.107 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 270 MISSING CASES 0 { f t
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r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI, SEP 5, 1980, 3:55 PM PAGE 21 t FILE NMPANEI (CREATION DATE = 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8064 G > SATISFY < NOT - EXTREMELY SATISYIN ATEGORY LABEL ODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) e F CUM 1 ~ FREQ (PCT) C 1. 24 8.9 8.9 8.9 2. 25 9.3 9.3 . t 18.2 3. 40 14.8 14.9 33.1 4. 57 21.1 21.2 54.3 5. 44 16.3 16.4 70.6 6. 50 18.5 18.6 89.2 7. 29 10.7 10.8 100.0 ~ -1. 1 .4 MISSING 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 ~ MEAN 4. 257 STD ERR .108 MEDIAN 4.298 MODE 4. 000 STD DEV 1.774 VARIANCE 3.147 KURTOSIS -. 889 SKEWNESS -.212 RANGE 6.000 MINIMUM 1. 000 MAXIMUM 7.000 E VALID CASES 269 MISSING CASES 1 L..
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NICOTINE MENTNOL HEXAGON RSM - TOM PERFETTI FILE NMPANEL (CREATION DATE x 9/ 5180) HEXAGON RSM PANEL DATA FRI. SEP 5. 1980. 3:56 PM PAGE 31 - - - .. - - - - - - - - - - - - - - - - - - - - - - - - A 6 6 R E 6 A T E GROUP VARIABLES.. CELL RSM POINT IDENTIFYER - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8076 I . i 6ROUP-ID 1 TOTAL N 31 GROUP-VALUES 1. GROUP-ID 2 TOTAL N 32 GROUP-VALUES 2. GROUP-ID ' 3 TOTAL N 33 6ROUP-VALUES 3. 6ROUP-IO 4 TOTAL N 24 GROUP-VALUES 4. (iROUP-10 5 TOTAL N 33 GROUP-VALUES 5. GROUP-ID 6 TOTAL N 32 GROUP-VALUES 6. t GROUP-ID 7 TOTAL N 25 6ROUP-VALUES 7. ( GROUP-ID 8 TOTAL N 26 GROUP-VALUES 8. GROUP-ID 9 TOTAL N 34 GROUP-VALUES 9. t, ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5. 1980. 3:55 PM PAGE 24 FILE NMPANEL (CREATION DATE - 9/ 5/80) HEXAGON RSM PANEL DATA 50891 8067 AY SMOKEU USUAL M OF CIGARETTES PER D e . C CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM ' FREQ (PCT) C 1 TO 15 1. 75 27.8 28.0 28.0 ( 16 TO 25 2. 142 52.6 53.0 81.0 OVER 25 3. 51 18.9 19.0 100.0 ~ -1. 2 .7 MISSING 100.0 ------ ------ ---_-- ~ TOTAL 270 100.0 100.0 MEAN 1. 910 STD ERR .042 MEDIAN 1.915 MODE 2. 000 STD DEV .681 VARIANCE .464 KURTOSIS -. 837 SKEWNESS .113 RANGE 2.000 ~ MINIMUM 1. 000 MAXIMUM 3.000 VALID CASES 268 MISSING CASES 2 f, ~ f . ~ t t L
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f t 50891 8068 f NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI. SEP 5. 1980. 3:55 PM PAGE 25 FILE NMPANEL (CREATION DATE s 9/ 5/80) HEXAGON RSM PANEL DATA SEX - SEX OF RESPONDENT CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREO (PCT) (PCT) CUM FREQ (PCT) MALE _ 1. 149 55.2 55.2 55.2 FEMALE 2. 121 44.8 44.8 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 ~ MEAN 1. 448 STD ERR .030 MEDIAN 1.406 ~ MODE 1. 000 STD DEV .498 VARIANCE .248 KURTOSIS -1. 971 SKEWNESS .210 RANGE 1.000 MINIMUM 1. 000 MAXIMUM 2.000 ~ VALID CASES 270 MISSING CASES 0 ( ~ L ~ E ( C ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI• SEP 5p 1980. 3:55 PM PA6E 18 FILE NMPANEL (CREATION DATE = 9/ 5/80) HEXAGON RSM PANEL DATA SMOOTH < NOT - EXTREMELY SMOOTH TASTE > 50891 8061 1 CATEGORY LABEL CODE ABSOLUTE FRED RELATIVE ADJUSTED FREQ FREO (pCT) (PCT) CUM FRED (PCT) 1. 13 4.8 4.8 4.8 2. 22 8.1 8.2 13.0 3. 39 14.4 14.5 27.5 4. 48 17.8 17.8 45.4 5. 51 18.9 19.0 64.3 6. 64 23.7 23.8 88.1 7. 32 11.9 11.9 100.0 -1. 1 .4 MISSING 100.0 TOTAL 270 100.0 100.0 ~ MEAN 4.569 STD ERR .102 MEDIAN 4.745 4- MODE 6.000 STD DEV 1.675 VARIANCE 2.806 KURTOSIS -.758 SKEWNESS -.377 RANGE 6.000 MINIMUM VALID CASES 1.000 MAXIMUM 269 MISSING C 7.000 ASES 1 (I C ( (I
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55 56 57 VARIABLES=SMOKET TO SATISFY.SMOKEU.DESNIC.DESMEN/ AGGSTATS=MEAN/ 000550U0 58 OPTION RMISSs-1/ 00056000 50891 8075 59 S STATI 3 00057000 STICS 1 00058000 00059000 ***** AGGREGATE PROBLEM REQUIRES 1952 BYTES WORKSPACE ***** r . ( ~
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r- END OF PROGRAM :EOJ CPU SEC. = 65. ELAPSED MIN. s 3. FRI, SEP 5. 1980s, 3:56 PM 50891 8078 t C' C ( ~ c ~ r 4. c L 6 L ~. l k,
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\ NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON* SEP 8. 1980, 10:52 AM PAGE 5 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8085 40. 16 7.8 9.1 47.2 T . 41. 1 .5 .6 47.7 42. 2 1.0 1.1 48.9 ~ 45. 5 2.4 2.8 51.7 46. 1 .5 .6 52.3 i 47. 1 .5 .6 52.8 ( 48. 4 1.9 2.3 55.1 5U. 8 3.9 4.5 59.7 ~ 51. 1 .5 .6 60.2 ~ 52. 2 1.0 1.1 61.4 53. 3 1.5 1.7 63.1 ~ 54. 2 1.0 1.1 64.2 4 55. 2 1.0 1.1 65.3 56. 1 .5 .6 65.9 ~ 57. 1 .5 .6 66.5 ~ 58. 1 .5 .6 67.0 60. 58 28.2 33.0 100.0 6 -1. 30 14.6 MISSING 100.0 TOTAL 206 100.0 100.0 MEAN 42.051 STD ERR 1.295 MEDIAN 44.900 MODE 60.000 STD DEV 17.181 VARIANCE 295.203 KURTOSIS -.977 SKEwNESS -.519 RANGE 57.000 MINIMUM 3.000 MAXIMUM 60.000 VALID CASES 176 MISSING CASES 30 c t, t i
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c NICOTINE MENTHOL HEXAGON R5M - TOM PERFETTI FRI, SEP 5. 1980. 3:55 PM PAGE 30 TRANSPACE REQUIRED.. 1800 BYTES 18 TRANSFORMATIONS 0 RECODE VALUES + LAG VARIABLES 96 IF/COMPUTE OPERATIONS CPJJ TIME REQUIRED.. 31.79 SECONDS 53 SORT CASES CELL (A) 00053000 50891 8073 I , ?I
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I NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI• SEP 5i 1980i 3:55 PM PAGE 28 ( FILE NMPANEL (CREATION DATE = 9/ 5/80) HEXAGON RSM PANEL DATA 1 8071 5089 DESMEN MENTHO L RSM DESIGN UNIT RELATIVE ADJUSTED CUM ~ CATEGORY LABEL CODE ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) FREQ (PCT) -.500 66 24.4 26.8 26.8 ( .000 . 85 31.5 34.6 61.4 .500 64 23.7 26.0 87.4 r 1.000 31 11.5 12.6 100.0 -1.000 24 8.9 MISSING 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 MEAN . 122 STO ERR .032 MEDIAN .085 MODE . 000 STD DEV .494 VARIANCE .244 KURTOSIS -. 960 SKEYNESS .287 RANGE 1.500 MINIMUM -. 500 MAXIMUM 1.000 VALID CASES 246 MISSING CASES 24 ( t ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI, SEP 5, 1980. 3:55 PM PAGE 17 FILE NMPANEL (CREATIOM DATE - 9/ 5/80) HEXAGON RSM PANEL DATA TONGUE < NO - EXTREME TONGUE BITE > RELATIVE ADJUSTED CUM ABSOLUTE FREQ FREQ FREQ CATEGORY LABEL CODE FREO (PCT) (PCT) (PCT) TOTAL 270 MEAN 2.390 STO ERR .099 MODE 1.000 STO DEV 1.623 KURTOSIS .015 SKEWNESS 1.039 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 269 MISSIMG CASES 1 41.5 41.6 41.6 24.8 24.9 66.5 7.4 7.4 74.0 12.6 12.6 86.6 7.0 7.1 93.7 4.8 4.8 98.5 1.5 1.5 100.0 .4 MISSING 100.0 ------ 100.0 100.0 MEDIAN 1.836 VARIANCE 2.634 RANGE 6.000 ~ 50891 8060 t {, ( L Z t I E
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C f NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8. 1980. 10:52 AM PAGE 7 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8087 r C. THERMMEN MENTHOL THERMOMETER RATING . CATEGORY LABEL RELATIVE ADJUSTED ABSOLUTE FREQ FREQ CODE FREQ (PCT) (PCT) CUM FREQ (PCT) ~. o. 2 1.0 1.0 1.0 10. 4 1.9 2.0 t 3.0 20. 9 4.4 4.6 7.6 ~ 30. 7 3.4 3.6 11.2 40. 25 12.1 12.7 C 23.9 50. 19 9.2 9.6 33.5 ( 60. 29 14.1 14.7 48.2 ~ 70. 34 16.5 17.3 65.5 80. 37 18.0 18.8 84.3 f 90. 28 13.6 14.2 98.5 ~ 100. 3 1.5 1.5 100.0 -1. 9 4.4 MISSING 100.0 ( TOTAL 206 100.0 100.0 MEAN 62. 335 STD ERR 1.584 MEDIAN 66.029 MODE 80. 000 STD DEV 22.238 VARIANCE 494.520 (. KURTOSIS -. 259 SKEWNESS -.618 RANGE 100.000 ~ MINIMUM . 000 MAXIMUM 100.000 - { VALID CASES 197 MISSING CASES 9 { 4 ~ a
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NICOTINE MENTHOL HEXAGON RSM - TOM PEKFETTI FRI. SEP 5. 1980. 3:55 PM PAGE 29 FILE NMPANEL (CREATION DATE  9/ 5/80) HEXAGON RSM PANEL DATA CELL RSM POINT IDENTIFYER CATEGORY LABEL CODE ABSOLUTE FREQ RELATIVE ADJUSTED fREQ FREQ (PCT) (PCT) CUM FREQ (PCT) 1. 31 11.5 11.5 11.5 2. 32 11.9 11.9 23.3 ~ 3. 33 12.2 12.2 35.6 4. 24 8.9 8.9 44.4 5. 33 12.2 12.2 56.7 6. 32 11.9 11.9 68.5 7. 25 9.3 9.3 77.8 8. 26 9.6 9.6 87.4 9. 34 12.6 12.6 100.0 ------ ------ ------ TOTAL 270 100.0 100.0 MEAN 4.948 STD ERR .160 MEDIAN 4.955 MODE 9.000 STD DEV 2.622 VARIANCE 6.875 KURTOSIS -1.236 SKEwNESS .054 RANGE 8.000 MINIMUM 1.000 MAXIMUM 9.000 VALID CASES 270 MISSING CASES 0 50891 8072 .
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GIVEN WORKSPACE 55 STATISTICS ALL 00051000 ALLOWS FOR 2250 TOTAL VALUES AND 225 LABELED VALUES PER VARIABLE FOR 'FREQUENCIES' 56 READ INPUT DATA 00052000 50891 8082 C R t I i `
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MONi SEP 8r 1980i 10:52 AM PAGE 15 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8095 Q) 0 TOBACCO < NO - EXTREME TOBACCO TASTE > RELATIVE ADJUSTED CUM ABSOLUTE FREQ FREQ FREQ CATEGORY LABEL CODE FREQ (PCT) (PCT) (PCT) 1. 14 6.8 6.9 6.9 ~ t 2. 24 11.7 11.8 18.6 3. 48 23.3 23.5 42.2 ~ 4. 68 33.0 33.3 75.5 5. 33 16.0 16.2 91.7 6. 14 6.8 6.9 98.5 f 7. 3 1.5 1.5 100.0 ~ -1. 2 1.0 MISSING 100.0 ------ ------ ------ TOTAL 206 100.0 100.0 f MEAN 3.667 STD ERR .094 MEDIAN 3.735 MODE 4.000 STD DEV 1.338 VARIANCE 1.790 KUi2TOSIS -.205 SKEwNESS -.044 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.0U0 VALID CASES 204 MISSING CASES 2 f E E
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50891 8080 SPSS BATCH SYSTEM MON. SEP 8. 1980. 10:50 AM PAGE 1 SPSS FOR THE HP/3000 SUMMER-RELEASEr VERSION 8.0. JUNE 15i 1980. MCMASTER UNIVERSITY. USER: THOMAS COMPSYS rSTEICHEN ( DEFAULT SPACE ALLOCATION.. ALLOWS FOR.. 35 TRANSFORMATIONS WORKSPACE 24500 BYTES 14U RECODE VALUES + LAG VARIABLES TRANSPACE 3500 BYTES 560 IF/COMPUTE OPERATIONS I NUMBERED 0000100U 2 RUN NAME NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI 00002000 3 FILE NAME NMPANEL HEXAGON RSM PANEL DATA 00003000 4 VARIABLE LIST INCELL.SMOKET.THERMOTHERMMENrSTRENGTHrDRAW.ARTIFICL. 00004000 5 HOTiMINTY.HARSH,MENTHOL.TOBACCOiBITTERPTONGUE. 00005000 6 SMOOTHrRICHiLIGHTrSATISFYrUBRAND.SMOKEU.SEXrAGE 00006000 7 N OF CASES 270 00007000 8 INPUT MEDIUM DISC (NMPANEL) 00008000 9 INPUT FORMAT FIXED (F1.0.F3.0.2F4.0.14F2.0rF5.0.3F2.0) 00009000 ACCORDING TO YOUR INPUT FORMAT, VARIABLES ARE TO BE VARIABLE FORMAT RECORD COLUMNS '..XNCEL~ F 1. 0 1 1- 1 ^-SMOKET F 3. 0 1 2- 4 THERM F 4. 0 1 5- 8 THERMMEN F 4. 0 1 9- 12 STRENGTH F 2. 0 1 13- 14 DRAw F 2. U 1 15- 16 ARTIFICL F 2. 0 1 17- 18 HOT F 2. 0 1 19- 20 MINTY F 2. 0 1 21- 22 HARSH F 2. 0 1 23- 24 MENTHOL F 2. 0 1 25- 26 TOBACCO F 2. 0 1 27- 28 BITTER F 2. 0 1 29- 30 TONGUE F 2. 0 1 31- 32 SMOOTH F 2. 0 1 33- 34 RICH F 2. 0 1 35- 36 LIGHT F 2. 0 1 37- 38 SATISFY F 2. 0 1 39- 40 KEU F 2. 0 1 46- 47 F 2. 0 1 48- 49 F 2. 0 1 50- 51 BRAND F 5. 0 1 41- 45 READ AS FOLLOWS { I t THE INPUT FORMAT PROVIDES FOR 22 VARIABLES. 22 WILL BE READ IT PROVIDES FOR 1 RECORDS ('CARDS') PER CASE. A MAXIMUM OF 51 'COLUMNS' ARE USED ON A RECORD. 10 00 REPEAT Is1.2.3.4.5.6.7/ 00010000 11 D1=1..5.-.5.-1.-.5..5.0/ 00011000 L 12 D1=0.-.866.-.866.0..866..866.0/ 00012000 13 IF (INCELL EQ 1) DESNIC=D1 00013000 14 IF (INCELL EQ I) DESMEN=D2 00014000 15 END REPEAT 00015000 L
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C NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON, SEP 8# 1980. 10:52 AM PAGE 14 FILE NMPANEL (CREATION DATE = 9/ 8/80) MENTHOL < NO - EXTREME MENTHOL TASTE > 50891 8094 t r CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) 1. 9 4.4 4.4 4.4 2. 35 17.0 17.2 21.6 3. 40 19.4 19.6 41.2 4. 50 24.3 24.5 65.7 5. 39 18.9 19.1 84.8 6. 16 7.8 7.8 92.6 ~ 7. 15 7.3 7.4 100.0 ( -1. 2 1.0 MISSING 100.0 ~ TOTAL 206 100.0 100.0 MEAN 3.897 STD ERR .110 MEDIAN 3.860 ( MODE 4.000 STD DEV 1.564 VARIANCE 2.447 KURTOSIS -.610 SKEWNESS .211 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 ( VALID CASES 204 MISSING CASES 2 t ~ HEXAGON RSM PANEL DATA L
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON, SEP 8. 1980. 10:52 AM PAGE 3 FILE NMPANEL (CREATION DATE  9/ 8/80) HEXAGON RSM PANEL DATA INCELL CELL CODE BEFORE SPLITING CENTER 50891 8083 t . f CATEGORY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) CUM * FREQ (PCT) 1. 20 9.7 9.7 9.7 t 2. 28 13.6 13.6 23.3 3. 27 13.1 13.1 36.4 ~ 4. 22 10.7 10.7 47.1 C 5. 23 11.2 11.2 58.3 6. 21 10.2 10.2 68.4 f. 7. 65 31.6 31.6 100.0 ------ ------ ------ f TOTAL 206 100.0 100.0 MEAN 4.568 STD ERR .150 MEDIAN 4.761 MODE 7.00U STD DEV 2.147 VARIANCE 4.608 KURTOSIS -1.391 SKEWNESS -.245 RANGE 6.000 c MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 206 MISSING CASES 0 ~ :l ( f
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k. NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MONi SEP 8. 1980. 10:52 AM PA6E 17 FILE NMPANEL (CREATION DATE x 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8097 TONGUE < NO - EXTREME TONGUE BITE > ( f CATEGORY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) CUM FREC (PCT) 1 76 36.9 37.1 37.1 . ( 2. 58 28.2 28.3 65.4 3. 18 8.7 8.8 74.1 ~ 4. 25 12.1 12.2 86.3 € 5. 13 6.3 6.3 92.7 ' 6. 11 5.3 5.4 98.0 l 7. 4 1.9 2.0 100.0 -1. 1 .5 MISSING 100.0 f ------ ------ ------ TOTAL 206 100.0 100.0 MEAN 2.463 STD ERR .114 MEDIAN 1.957 l MODE 1.U00 STD DEV 1.631 VARIANCE 2.662 KURTOSIS .123 SKEwNESS 1.051 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 ( VALID CASES 205 MISSING CASES I F E IL
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8. 1980. 10:52 AM PAGE 4 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8084 , SMOKET # OF TEST CIGARETTES SMOKED f \ ~ CATEGORY LABEL CODE ABSOLUTE FREQ RELATIVE FREQ (PCT) ADJUSTED FREQ (PCT) CUM FREQ (PCT) 3. 2 1.0 1.1 1.1 . ( 5. 1 .5 .6 1.7 6. 1 .5 .6 2.3 ~ 9. 1 .5 .6 2.8 10. 6 2.9 3.4 6.3 12. 1 .5 .6 6.8 ( 15. 4 1.9 2.3 9.1 ( 16. 1 .5 .6 9.7 17. 1 .5 .6 10.2 ~ 18. 2 1.0 1.1 11.4 20. 12 5.8 6.8 C 18.2 22. 2 1.0 1.1 19.3 C 25. 4 1.9 2.3 21.6 26. 2 1.0 1.1 f 22.7 28. 1 .5 .6 23.3 t 30. 12 5.8 6.8 30.1 ~ 32. 1 .5 .6 F 30.7 33. 2 1.0 1.1 31.8 { 34. 2 1.0 1.1 33.0 35. 4 1.9 2.3 f. 35.2 36. 2 1.0 1.1 36.4 L- 38. 3 1.5 1.7 38.1 ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FRI, SEP 5i 1980. 3:56 PM PAGE 32 L FILE NMPANEL (CREATION DATE m 9/ 5/80) HEXAGON RSM PANEL DATA THE LONTENTS OF EACH CASE ON THE AGGREGATED OUTPUT FILE.. 50891 8077 SEQUENTIAL POSITION 1 CREATED VARIABLE AGGREGATION GROUP NUMBER 2 TOTAL NUMBER OF CASES IN AGGREGATION GROUP 3 CELL - GROUPING VARIABLE VALUE _ 4 SMOKET - MEAN 5 THERM - MEAN 6 THERMMEN - MEAN 7 STRENGTH - MEAN 8 DRAW - MEAN 9 ARTIFICL - MEAN 10 HOT - MEAN 11 MINTY - MEAN 12 HARSH - MEAN 13 MENTHOL - MEAN ~ 14 TOBACCO - MEAN 15 BITTER - MEAN 16 TONGUE - MEAN 17 SMOOTH - MEAN 18 RICH - MEAN 19 LIGHT - MEAN 20 SATISFY - MEAN 21 SMOKEU - MEAN 22 DESNIC - MEAN ~ 23 DESMEN - MEAN A TRUE AGGREGATED OUTPUT FILE WAS WRITTEN ON LOGICAL UNIT 9 IT CONTAINS 9 AGGREGATED CASES THE VARIAeLES ON THE FILE GENERATED CAN BE READ INTO SPSS IN A SUBSEQUENT RUN USING THE 'BINARY' FORMAT SPECIFICATION ( CPU TIME REQUIRED.. 9.10 SECONDS 60 FINISH 00060000 NORMAL END OF JOB. 60 CONTROL CARDS WERE PROCESSED. 0 ERRORS WERE DETECTED. ~ 4 L
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r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON, SEP 8i 1980r 10:52 AM PAGE 19 50891 8099 f FILE NNPANEL (CREATION DATE z 9/ 8/80) HEXAGON RSM PANEL DATA RICH < NOT - EXTREMELY RICH FLAVOR > ABSOLUTE CATEGORY LABEL CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) 1. 14 6.8 6.8 6.8 L. 32 15.5 15.6 22.4 3. 40 19.4 19.5 42.0 4. 38 18.4 18.5 60.5 5. 43 20.9 21.0 81.5 6. 31 15.0 15.1 96.6 7. 7 3.4 3.4 100.0 -1. 1 .5 MISSING 100.0 ------ ------ ------ TOTAL 2U6 100.0 1U0.0 ( MEAN 3.902 STD ERR .112 MEDIAN 3.934 MODE 5.000 STD DEV 1.600 VARIANCE 2.559 KURTOSIS -.928 SKEWNESS -.050 RANGE 6.000 ( MINIMUM 1.000 MAXIMUM 7.000 ~ VALID CASES 205 MISSING CASES 1 ( ~ C ( ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MONi SEP 8. 1980. 10:52 AM PAGE 20 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8100 0 T TASTE > LIGHT < NOT - EXTREMELY LIGH t . t CATE60RY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) CUM ~ FREQ (PCT) ~ 1. 13 6.3 6.3 6.3 2. 26 12.6 12.6 18.9 3. 36 17.5 17.5 36.4 t 4 37 18.0 18.0 54.4 . 5. 42 20.4 20.4 F 74.8 6. 40 19.4 19.4 94.2 ~ 7. 12 5.8 5.8 100.0 ------ ------ -_---- ~ TOTAL 2U6 10U.0 10U.0 MEAN 4. 150 STD ERR .115 MEDIAN 4.257 MODE 5. 000 STD DEV 1.656 VARIANCE 2.743 KURTOSIS -. 921 SKEWNESS -.177 RANGE 6.000 MINIMUM 1. 000 MAXIMUM 7.000 VALID CASES 206 MISSING CASES 0 t l r ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MONi SEP 8. 1980r 10:52 AM PAGE 6 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA THERIN THERMOMETER RATING OF TEST PRODUCT 50891 8056 t f (: t' 11 A • C RELATIVE ADJUSTED CUM ABSOLUTE FREQ FREQ FREQ CATEGORY LABEL CODE FREC (PCT) (PCT) (PCT) c 0. 2 1.0 1.0 1.0 10. 3 1.5 1.5 2.5 20. 4 1.9 2.0 4.5 30. 9 4.4 4.5 9.0 35. 1 .5 .5 9.5 40. 12 5.8 6.0 15.6 50. 12 5.8 6.0 21.6 60. 42 20.4 21.1 42.7 70. 45 21.8 22.6 65.3 75. 1 .5 .5 65.8 8U. 43 20.9 21.6 87.4 85. 1 .5 .5 87.9 9U. 23 11.2 11.6 99.5 95. 1 .5 .5 100.0 -1. 7 3.4 MISSING 100.0 TOTAL 206 100.0 100.0 MEAN 64.975 STD ERR 1.383 MEDIAN 69.111 MODE 70.000 STD DEV 19.511 VARIANCE 380.681 KURTOSIS .949 SKEWNESS -1.035 RANGE 95.000 MINIMUM .000 MAXIMUM 95.000 VALID CASES 199 MISSING CASES 7 t f C c
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f NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8, 1980. 10:52 AM PAGE 21 5089, 81g1 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA SATISFY < NOT - EXTREMELY SATISYING > c CATEGORY LABEL CODE ABSOLUTE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) 1. 21 10.2 10.2 10.2 2.' 19 9.2 9.3 19.5 3. 30 14.6 14.6 34.1 4. 38 18.4 18.5 52.7 5. 31 15.0 15.1 67.8 6. 44 21.4 21.5 89.3 7. 22 10.7 10.7 100.0 -1. 1 .5 MISSING 100.0 ------ ------ TOTAL 206 100.0 100.0 L MEAN 4.263 STD ERR .128 MEDIAN 4.355 MODE 6.000 STD DEV 1.833 VARIANCE 3.362 KURTOSiS -.990 SKEWNESS -.255 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.U00 ~ VALID CASES 205 MISSING CASES 1 (. ~ ( ~ L
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:JOB NM.THOMAS.CUMPSYS.STEICHEN PRIORITY = DS: INPRI - 8: TIME - UNLIMITED SECONDS JOtl N'UMPER = NJ12 MON. SEP 8, 1980, 10:49 AM HP3000 / MPE III B.S1.BU /~IEI~ftOL SNIOJGE,es OuT O~ r/f7elfeLES 6y c~ ~/ x#xx#xx##xxx#x#xxxxx#xx#xx,tx*#xxx#xx,r#x,txx#x#xxxxxx#x##x##x##sr#xx####x WELCOME TO DEVELOPMENT'S HP-3UU0 SERIES III COMPUTER SYSTEM x#xtxxxxx*##xx##xxxx#xtx:#x#+tx#x**x#x#xx###xxxx#x**xxxx,t*x#x#rt#x#x###x FILE LPTDEV=LP :FILE FTN09-NMRSMMiNEW3REC=-80..FrBINARYIDISC=20LSAVE :SPSS NMSPSSM STD ~ 50891 8079 f C. r ( t
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C NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8, 1980. 10:52 AM PA6E 8 FILE NMPANEL (CdEATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA STRENGTH < NOT - EXTREMELY STRONG > 50891 8088 v CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) 1. 17 8.3 8.3 8.3 2. 35 11.0 17.0 f 25.2 3. 39 18.9 18.9 44.2 4. 59 28.6 28.6 72.8 5. 29 14.1 14.1 86.9 6. 22 10.7 10.7 97.6 7. 5 2.4 2.4 100.0 TOTAL 206 100.0 100.0 MEAN 3.650 STD ERR .105 MEDIAN R 3.703 MODE 4.000 STD DEV 1.512 VARIANCE 2.287 KURTOSIS -.641 SKEWNESS .089 RANGE 6.000 t MINIMUM 1.000 MAXIMUM 7.0U0 VALID CASES 2U6 MISSING CASES 0 E ~ ~ ( l
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON, SEP 8i 1980, 10:52 AM PAGE 11 FILE NMPANEL (CREATION DATE = 9/~8/80) HEXAGON RSM PANEL DATA HOT - < NOT - EXTREMELY HOT TASTE > 50891 8091 f, CATEGORY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREG (PCT) (PCT) CUM FREQ (PCT) 1. 55 26.7 26.8 26.8 2. 48 23.3 23.4 50.2 3. 37 18.0 18.0 68.3 { 4. 22 10.7 10.7 79.0 5. 22 10.7 10.7 89.8 6. 20 9.7 9.8 99.5 7. 1 .5 .5 100.0 -1. 1 .5 MISSING 100.0 TOTAL 206 1UU.0 100.0 MEAN 2.863 STD ERR .117 MEDIAN 2.490 MODE 1.0U1i STD DEV 1.672 VARIANCE 2.795 KURTOSIS -.839 SKEWNESS .581 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 205 MISSING C ASES 1 r f
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r t NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8, 1980. 10:52 AM PAGE 22 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8102 (I UBRAND USUAL BRAND OF CIGARETTE RELATIVE ADJUSTED CUM ABSOLUTE FREQ FREQ FREQ CATEGORY LABEL CODE FREQ (PCT) (PCT) (PCT) t r 696. 1 .5 .5 .5 1934. 2 1.0 1.0 1.5 4934. 1 .5 .5 1.9 6856. 1 .5 .5 2.4 8036. 3 1.5 1.5 3.9 8134. 49 23.8 23.8 27.7 L 8136. 6 2.9 2.9 30.6 8174. 64 31.1 31.1 t 61.7 8176. 18 8.7 8.7 70.4 f 8294. 5 2.4 2.4 72.8 8394. 6 2.9 2.9 75.7 8438. 2 1.0 1.0 76.7 8694. 3 1.5 1.5 78.2 8696. 3 1.5 1.5 79.6 8754. 12 5.8 5.8 85.4 8854. 30 14.6 14.6 100.0 - TOTAL 206 1UU.0 100.0 MEAN 8202.406 STD ERR 62.706 MEDIAN 8174.250 MODE 8174.000 STO DEV 899.994 VARIANCE 809988.750 KURTOSIS 45.855 SKEWNESS -6.364 RANGE 8158.000 MINIMUM 696.000 MAXIMUM 8854.000 L
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8, 1980. 10:52 AM PAGE 29 TRANSPACE REQUIRED.. 2700 BYTES 21 TRANSFORMATIONS U RECODE VALUES + LAG VARIABLES 139 IF/COMPUTE OPERATIONS CPU TIME REQUIRED.. 31.59 SECONDS 5089]. 8109 t f 57 SORT CASES CELL (A) 00053000 t i { k l
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8. 1980, 10:52 AM PAGE 23 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8103 SMOKEU USUAL # OF CIGARETTES PER DAY ATEGORY LABEL ODE ABSOLUTE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) i CUM FREQ (PCT) c 1 TO 15 1. 58 28.2 28.4 28.4 16 TO 25 2. 110 53.4 53.9 82.4 OVER 25 3. 36 17.5 17.6 100.0 -1. 2 1.0 MISSING 100.0 ------ ------ ------ TOTAL 206 100.0 100.0 { MEAN 1. 892 STD ERR .047 MEDIAN 1.900 MODE 2. 000 STD DEV .672 VARIANCE .451 KURTOSIS -. 779 SKEWNESS .130 RANGE 2.000 MINIMUM 1. 0U0 MAXIMUM 3.000 VALID CASES 204 MISSING CASES 2 t l C
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NICOTINE MENTHOL HEXA60N RSM - TOM PERFETTI MON. SEP 8. 1980. 10:52 AM PAGE 12 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8092 A T S E > MINTY < NO - EXTREME MINTY T . CATEGORY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) 1. 42 20.4 20.5 20.5 E 2. 54 26.2 26.3 46.8 3. 33 16.0 16.1 62.9 ( 4. 35 17.0 17.1 80.0 CI 5. 22 10.7 10.7 90.7 6. 15 7.3 7.3 98.0 7. 4 1.9 2.0 100.0 -1. 1 .5 MISSING 100.0 ------ ------ ------ TOTAL 206 100.0 1U0.0 MEAN 3.010 STD ERR .114 MEDIAN 2.697 MODE 2.000 STD DEV 1.633 VARIANCE 2.667 KURTOSIS -.678 SKEWNESS .530 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 ( VALID CASES 205 MISSING CASES 1 { Ea c- (
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c- NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8. 1980, 10:52 AM PAGE 10 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA ARTIFICL < NOT - EXTREMELY ARTIFICIAL > CATEGORY LABEL MEAN MODE KURTOSIS MINIMUM VALID CASES CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) _- 1. 23 11.2 11.3 11.3 2. ' 47 22.8 23.0 34.3 3. 33 16.0 16.2 50.5 4. 56 27.2 27.5 77.9 5. 26 12.6 12.7 90.7 6. 15 7.3 7.4 98.0 7. 4 1.9 2.0 100.0 -1. 2 1.0 MISSING 100.0 ------ ------ --_--- TOTAL 206 100.0 100.0 3.373 STD ERR .106 MEDIAN 3.470 4.000 STD DEV 1.521 VARIANCE 2.314 -.680 SKEuNESS .224 RANGE 6.000 1.000 MAXIMUM 7.000 204 MISSING CASES 2 50891 8090 ( C (;, L f C L
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C NICOTINE MENTHOL HEXAGON RSM - TOM PIERFETTI MON. SEP 8, 1980. 10:52 AM PAGE 24 FILE NMPANEL (CNEATION DATE = 9/,8/80) HEXAGON RSM PANEL DATA 50891 8104 SEX - SEX OF RESPONDENT I ! C; f CATEGORY LABEL CODE ABSOLUTE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) ~ MALE _, 1. 112 54.4 54.4 54.4 FEMALE 2. 94 45.6 45.6 100.0 ------ ------ TOTAL 206 100.0 100.0 MEAN 1. 456 STD ERR .035 MEDIAN 1.420 s MODE 1. 000 STD DEV .499 VARIANCE .249 KURTDSIS -1. 988 SKEwNESS .177 RANGE 1.000 MINIMUM 1. 000 MAXIMUM 2.000 ~ VALID CASES 206 MISSING CASES 0 1 d i t (I i
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON, SEP 8, 1980, 110:52 AM PAGE 9 FILE NMPANEL (CNEATION DATE - 9/ 8/80) HEXAGON RSM PANEL DATA <+ DRAW- < EASY TO - EXTREMELY HARD TO DRAW > 50891 8089 t fl y%F : ~ RELATIVE ADJUSTED CUM - ' - . ABSOLUTE FREQ FREQ FREQ CATEGORY LABEL CODE FREQ (PCT) (PCT) (PCT) ~ 1. 58 28.2 28.2 28.2 2. 76 36.9 36.9 65.0 3. 26 12.6 12.6 77.7 r 4. 23 11.2 11.2 88.8 f 5. 12 5.8 5.8 94.7 6. 8 3.9 3.9 98.5 l 7. 3 1.5 1.5 100.0 TOTAL 206 1U0.U 1U0.U MEAN 2.471 STD ERR .102 MEDIAN 2.092 MODE 2.000 STD DEV 1.467 VARIANCE 2.153 ( KURTOSIS .638 SKEWNESS 1.120 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 ~ VALID CASES 206 MISSING CASES 0 I ti
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c r. NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MONP SEP 8. 1980. 10:52 AM PAGE 13 FILE NMPANEL (CREATION DATE ffi 9/ 8/80) HEXAGON RSM PANEL DATA HARSH < NOT - EXTREMELY HARSH TASTE > RELATIVE ADJUSTED CUM ABSOLUTE FREQ FREQ FREQ CATEGORY LABEL CODE FREQ (PCT) (PCT) (PCT) 50891 8093 C°: 1. 54 26.2 26.5 26.5 2. 49 23.8 24.0 50.5 3. 27 13.1 13.2 63.7 4. 23 11.2 11.3 75.0 5. 25 12.1 12.3 87.3 6. 14 6.8 6.9 94.1 l. 12 5.8 5.9 100.0 -1. 2 1.0 MISSING 100.0 ------ ------ ------ TOTAL 206 100.0 100.0 ~ MEAN 3.029 STD ERR .131 MEDIAN 2.480 (. MODE 1.000 STD DEV 1.865 VARIANCE 3.477 KURTOSIS -.761 SKEWNESS .634 RANGE 6.000 MINIMUM 1.000 MAXIMUM 7.000 1 VALID CASES 204 MISSING CASES 2 E C ~
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59 VARIABLES=SMOKET TO SATISFY.SMOKEUrDESNIC.DESMEN/ 00055000 60 AGGSTATS-MEAN/ 00056000 50891 8111 61 RMISS=-1/ 00057000 62 OPTIONS 3 00058000 ~ 63 STATISTICS 1 00059000 r ***** AGGREGATE PRORLEM REQUIRES 1952 BYTES WORKSPACE ***** t ( { E t
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CPU TIME REOUIRED.. 4.58 SECONDS 58 AGGREGATE GROUPVARSzCELL/ 00054000 50891 8110 • ( C ~
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r END OF PROGRAM :EOJ CPU SEC. = 63. ELAPSED MIN. = 7. MON, SEP 8, 1980. 10:56 AM 50891 8114 t \
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r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FILE NMPANEL (CREATION DATE = 9/ 8/8U) HEXAGON RSM PANEL DATA AGE _ AGE 6ROUP OF RESPONDENT MON, SEP 8, 1980, 10:52 AM PAGE 25 50891 8105 CATEGORY LABEL CODE ABSOLUTE FREQ RELATI FREQ (PCT VE ADJUSTED FREQ ) (PCT) CUM FREQ (PCT) 18 - 34 1. 91 44.2 44.2 44.2 35 & OVER 2. 115 55.8 55.8 100.0 TOTAL 206 100.0 100.0 MEAN 1. 558 STD ERR .035 MEDIAN 1.604 MODE 2. 000 STD DEV .498 VARIANCE .248 KURTOSIS -1. 963 SKEWNESS -.236 RANGE 1.000 MINIMUM 1. 000 MAXIMUM 2.000 VALID CASES 206 MISSING CASES 0 r t I L
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8r 1980. 10:51 AM PAGE 2 DO REPEAT REQUIRED 368 BYTES OF WORKSPACE. 16 COMPUTE CELL=UNIFORM(1.0) 17 IF (INCELL EQ 7 AND CELL LE .33) CELL=8 18 IF (INCELL EQ 7 AND CELL LE .66) CELL=9 19 IF (CELL LE 7.5) CELL=INCELL 20 DO REPEAT I=7922.7984.8044.8084.8086.8606.8804.8864/ 21 IF (UBRAND EQ I) UBRAND=-1 22 END REPEAT DO REPEAT REQUIRED 152 BYTES OF 23 VAR LABELS 24 25 26 -27 28 29 30 31 32 33 34 35 36 37 38 39 '40 41 42 43 44 45 46 47 48 VALUE LABELS 49 50 51 MISSING VALUES 52 PRINT FORMATS (~S3 $FLECT IF 54 FREQUENCIES WORKSPACE. CELL RSM POINT IDENTIFYER/ INCELL CELL CODE BEFORE SPLITIN6 CENTER/ SMOKET M OF TEST CIGARETTES SMOKED/ THERM THERMOMETER RATING OF TEST PRODUCT/ THERMMEN MENTHOL THERMOMETER RATING/ STRENGTH < NOT - EXTREMELY STRONG >/ DRAW < EASY TO - EXTREMELY HARD TO DRAW >/ ARIIFICL < NOT - EXTREMELY ARTIFICIAL >/ HOT < NOT - EXTREMELY HOT TASTE >/ MINTY < NO - EXTREME MINTY TASTE >/ NARSH < NOT - EXTREMELY HARSH TASTE >/ MENTHOL < NO - EXTREME MENTHOL TASTE >/ TOBACCO < NO - EXTREME TOBACCO TASTE >/ BITTER < NOT - EXTREMELY BITTER TASTE >/ TONGUE < NO - EXTREME TONGUE BITE >/ SMOOTH < NOT - EXTREMELY SMOOTH TASTE >/ RICH < NOT - EXTREMELY RICH FLAVOR >/ LIGHT < NOT - EXTREMELY LIGHT TASTE >/ SATISFY < NOT - EXTREMELY SATISYING >/ UBRAND USUAL BRAND OF CIGARETTE/ SMOKEU USUAL k OF CIGARETTES PER DAY/ SEX SEX OF RESPONDENT/ AGE AGE GROUP OF RESPONDENT/ DESNIC NICOTINE RSM DESIGN UNIT/ DESMEN MENTHOL RSM DESIGN UNIT/ SMOKEU (1) 1 TO 15 (2) 16 TO 25 (3) OVER 25/ SEX (1) MALE (2) FEMALE/ AGE (1) 18 - 34 (2) 35 & OVER INCELL TO DESMEN (-1) DESNIC.DESMEN (3) (UBRAND NE -1) GENERAL=ALL 00016000 00017000 00018000 000'19000 00019100 00019200 00019300 00020000 00021000 00022000 00023000 00024000 00025000 00026000 00027000 00028000 000'29000 00030000 00031000 00032000 000,33000 00034000 00035000 000'36000 00037000 00038000 00039000 00040000 00041000 00042000 00043000 00044000 00045000 00046000 00047000 00048000 00049000 00049100 00050000 50891 8081 r 7
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f NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON, SEP 8, 1980r 10:52 AM PAGE 26 FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8106 DESNIC NICOTINE RSM DESIGN UNIT t . ~ CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) -.866 55 26.7 26.7 26.7 ( .000 107 51.9 51.9 78.6 .866 44 21.4 21.4 100.0 ------ ------ ------ TOTAL 206 100.0 100.0 MEAN -.U46 STD ERR .042 MEDIAN -.045 MODE .000 STD DEV .600 VARIANCE .360 ~ KURTOSIS -.901 SKEWNESS .071 RANGE 1.732 MINIMUM -.866 MAXIMUM .866 ~ VALID CASES 206 MISSING CASES 0 ~ { i ~ L
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r" NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI NON. SEP 8. 1980. 1U:52 AM PAGE 18 ~ FILE NMPANEL (CREATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA 5 0891 8098 V T A E > H SMOOTH < NOT - EXTREMELY SMOO T ST ~ r CATEGORY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREG (PCT) (PCT) CUM FREQ (PCT) 1. 9 4.4 4.4 4.4 2. 20 9.7 9.8 14.1 3. 32 15.5 15.6 29.8 ~ 4. 36 17.5 17.6 47.3 5. 37 18.0 18.0 65.4 6. 44 21.4 21.5 86.8 1. 27 13.1 13.2 100.0 ~ -1. 1 .5 MISSING 100.0 ------ ------ ------ TOTAL 206 100.0 100.0 MEAN 4.522 STD ERR .119 MEDIAN 4.649 MODE 6.000 STO DEV 1.705 VARIANCE 2.908 KURTOSIS -.896 SKEWNESS -.275 RANGE 6.000 MINIMUN 1.000 MAXIMUM 7.000 VALID CASES 205 MISSING CASES 1 ~ r C.
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r. :JUA NM,THOMAS.COMPSYSrSTEICHEN PRIOHIIY = DST INPRI = 8; T1ME = UNLIMITED SECONDS JOB NUMPER = 7tJ61 TUE, SEP 9, 1980, 3:13 PM HP3000 / MPE III 8.51.8U /yl~rl/~i~OL. snlDi~,2 ~LGV~c/~0 +*,t,t++**+++,t++++**#*++W*+*++++,r*++**,r++++++,t+++*~t*+++v~*+++*+*++#+**+,t,t bELLOME TO DEVELOPMENT'S HP-3000 SERIES III COMPUTER SYSTEM ,t+,t*,t+*+*++~+*,t+,t*++*+**r,t+*++rc,t**++*++++++x,t,t**++++* t*,c+*+tr+**+,t*+,t++ FILE LN7DEV=LP :SPSS ivMONEWAY STD 59891 8115 r G { t C. A c C t
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980. 3:14 PM PAGE 10' MENTHOL SMOKERS ONLY FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8126 - - - - - ' - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE STRENGTH < NOT - EXTREMELY STRONG > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.0743 * RANGE * SORT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOwR LF UPPR LF CENTER LOWR RT CENR LF CENR RT UPPR RT MEAN 3.2222 3.5217 3.6o15 3.6786 3.6818 3.850U 4.0476 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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f.. L ( NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8. 1980. 10:52 AM PAGE 27 t FILE NMPANEL (CREATION DATE S 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8107 DESMEN MENTHOL RSM DESIGN UNIT t RELATIVE ADJUSTED CUM ~ CATE60RY LABEL ABSOLUTE CODE FREQ FREQ (PCT) FREQ (PCT) FREQ (PCT) -.500 50 24.3 27.2 27.2 .000 65 31.6 35.3 62.5 .500 49 23.8 26.6 89.1 1.000 20 9.7 10.9 100.0 -1.000 22 10.7 MISSING 100.0 TOTAL 2U6 100.0 100.0 MEAN .106 STD ERR .036 MEDIAN .073 ( MODE .000 STD DEV .483 VARIANCE .233 KURTOSIS -.900 SKEWNESS .298 RANGE 1.500 MINIMUM -.500 MAXIMUM 1.000 ( VALID CASES 184 MISSING CASES 22 t t t t l
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTd TUE. SEP 9, 1980, 3:14 PM PAGE 9 50891 8125 MENTHOL SMOKERS ONLY FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA VARIABLE STRENGTH < NOT - EXTREMELY STRONG > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 9.4932 1.5822 .685 .6616 WITHIN G ROUPS 199 459.3413 2.3082 FOTAL 205 468.8344 ' STANDARD STANDARD GROUP COUN T MFAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 20 3.8500 1.4965 .3346 1.0000 7.0000 3.1496 TO 4.5504 LO+.R RT 28 3.6766 1.3348 .2523 1.0000 6.0000 3.1610 TO 4.1962 LOwR LF 27 3.2222 1.6486 .3173 1.0000 6.0000 2.57U0 TO 3.8744 CENR LF 22 3.6818 1.6729 .3567 1.0000 6.0000 2.9401 TO 4.4236 UPPR Lf 23 3.5217 1.6200 .3378 1.0000 7.0000 2.8212 TO 4.2223 UPPa Rf 21 4.0476 1.4655 .3198 2.0000 7.0000 3.3805 T0 4.7147 CEVTER 65 3.6615 1.4714 .1825 1.0000 7.0000 3.2970 TO 4.0261 TOtAL 206 3.o5U5 1.5123 .1054 1.0000 7.0000 3.4427 TO 3.8582 . s-.... ._. ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON, SEP 8. 1980, 10:52 AM PAGE 16 FILE NMPANEL (CREATION DATE - 9/ 8/80) HEXAGON RSM PANEL DATA BITTER < NOT - EXTREMELY BITTER TASTE > 50891 8096 t CATEGORY LABEL CODE RELATIVE ADJUSTED ABSOLUTE FREQ FREQ FREQ (PCT) (PCT) CUM FREQ (PCT) t 1. 75 36.4 36.6 36.6 , 2. 45 21.8 22.0 58.5 3. 30 14.6 14.6 73.2 ! 4. 26 12.6 12.7 85.9 ~ 5. 17 8.3 8.3 94.1 6. 8 3.9 3.9 98.0 t 7. 4 1.9 2.0 100.0 # -1. 1 .5 MISSING 100.0 ------ ------ ------ TOTAL 2U6 10U.U 100.0 ~ ~ MEAN 2.537 STD ERR .113 MEDIAN 2.111 ! MOOE 1.000 STD DEV 1.613 VARIANCE 2.603 KURTOSIS -.133 SKEWNESS .881 RANGE 6.000 ( MINIMUM 1.000 MAXIMUM 7.000 ~ VALID CASES 205 MISSING CASES 1 f ~ ( ~.
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 4 MENTHOL SMOKERS ONLY FILE NMPANEL (CREATION DATE - 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - ' - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE SMOKET # OF TEST CIGARETTES SMOKED MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.72 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED 12.1422 * RANGE * SDPT(1/N(I) + 1/N(J)) WITH MEAN(J)-MEAN(I) IS.. HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOWR LF ~ CENR LF LOWR RT UPPR LF CENR RT UPPR RT MiEAN 35.9565 39.70U0 40.1667 40.7222 43.8889 44.7500 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SUBSET 2 GROUP CENR LF LOWR RT UPPR LF CENR RT UPPR RT CENTER MEAN 39.7000 40.1667 40.7222 43.8889 44.7500 45.2105 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8120 t 4 i s
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980r 3:14 PM PAGE 6 MENTHOL SMOKERS ONLY FILE NMPANEL (CRtATION DATE a 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE THERM THERMOMETER RATING OF TEST PRODUCT MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.72 THE RAHGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY 13.6254 * RANGE * SCRT(1/N(I) + 1/N(J)) COMPARED WITH MEAN(J)-MEAN(I) IS.. HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS. NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOWR LF CENR LF CENTER CENR RT MEAN 56.2963 6U.0000 65.4918 65.7895 SUBSET 2 GROUP CENR LF CENTER CENR RT LOWR RT UPPR LF ( MEAN 60.0U00 65.4918 65.7895 67.8571 68.3333 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - L SUbSET 3 GROUP CENTER CENR RT LOWR RT UPPR LF UPPR RT MEAN 65.4918 65.7895 67.8571 68.3333 71.9048 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - i 50891 8122 t r I f ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 15 MENTHOL SMOKERS ONLY ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - _ _ - _ - - - - _ - _ _ - _ _ _ - _ _ - VARIABLE HOT < NOT - EXTREMELY HOT TASTE > ANALYSIS OF VARIANCE 50891 8131 SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RAT IO F PROB. BETWEEN GROUPS 6 11.9201 1.9867 .70 5 .6462 WITHIN GROUPS 198 558.2548 2.8195 TOTAL 204 570.1748 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN f CENR PT 19 3.1579 1.7721 .4065 1.0000 6.0000 2.3038 TO 4.0120 LOWR RT 28 2.7143 1.4620 .2763 1.00U0 6.0000 2.1474 TO 3.2812 LOWR LF 27 3.0741 1.99ts6 .3846 1.0000 6.0000 2.2835 TO 3.8647 CENR LF 22 3.3182 1.8615 .3969 1.0000 7.0000 2.4928 TO 4.1435 UPPR LF 23 2.5217 1.4419 .3007 1.0000 6.0000 1.8982 TO 3.1453 UPPR RT 21 2.6667 1.6533 .3608 1.0000 6.0000 1.9141 TO 3 4192 CENTER 65 2.7846 1.6153 .2004 1.000U 6.0000 2.3844 . TO 3.1849 TOTAL 2U5 2.8634 1.6718 .1168 1.0000 7.0000 2.6332 TO . 3.0936 `.
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r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8, 1980, 10:54 AM PAGE 30 C 50891 8112 FILE NMPANEL (CREATION DATE = 9/ 8180) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - - - A G 6 R E G A T E GROUP VARIABLES.. CELL RSM POINT IDENTIFYER > - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - GROUP-ID 1 TOTAL N 20 GROUP-VALUES 1. GROUP-ID 2 TOTAL N 28 GROUP-VALUES 2. GROUP-ID 3 TOTAL N 27 GROUP-VALUES 3. GROUP-ID 4 TOTAL N 22 GROUP-VALUES 4. GROUP-ID 5 TOTAL N 23 GROUP-VALUES 5. GROUP-ID 6 TOTAL N 21 GROUP-VALUES 6. GROUP-ID 7 TOTAL N 23 GROUP-VALUES 7. GROUP-ID 8 TOTAL N 24 GROUP-VALUES 8. GROUP-ID 9 TOTAL N 18 GROUP-VALUES 9. l l.
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{' NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 7 50891 8123 ~ MENTHOL SMOKERS ONLY A 9/ 9/80) HEXAGON RSM PANEL a'ATA ATE ( . FILE NMPANEL CRE TION D = - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - .. - - - - - - - - -.- - - - - - l~ VARIABLE THERMMEN MENTHOL THERMOMETER RATING . ~ ANALYSIS OF VARIANCE BETWEEN WITHIN G TOTAL SOURCE GROUPS ROUPS D.F. 6 190 196 SUM OF SQUARES 10058.4504 86867.3174 96925.7656 MEAN SQUARES 1676.4082 457.1964 F RATIO 3.667 F PROB. .0018 - . GROUP COUN T MEAN STANDARD DEVIATIUN STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 19 68.9474 20.7885 4.7692 40.0000 90.0000 58.9276 TO 78.9671 LOwR RT 28 69.6429 20.6348 3.8996 20.0000 90.0000 61.6415 TO 77.6442 f LOwR LF 26 49.2308 27.4114 5.3758 .0000 90.0000 38.1591 TO 60.3025 CENR LF 21 58.0952 18.6062 4.0602 10.0000 90.0000 49.6258 TO 66.5647 UPPR LF 21 58.0952 18.8730 4.1184 20.0000 90.0000 49.5044 TO 66.6861 ~ UPPR RT 20 73.5000 15.3125 3.4240 40.0000 100.0000 66.3335 TO 80.6665 CENTER 62 61.7742 22.2890 2.8307 .0000 100.0000 56.1138 TO 67.4345 € TOTAL 197 62.3350 22.2378 1.5844 .0000 100.0000 59.2104 TO 65.4596 € C i. l._
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE, SEP 9, 1980, 3:14 PM PAGE 14 (" MENTHOL SMOKERS ONLY ~ 50891 8130 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA c- - - - - - - __ ' - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - --! - - - - - - - - - - - - - - - - - - - - - VARIABLE ARTIFICL < NOT - EXTREMELY ARTIFICIAL > ~ MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 { THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.0879 * RANGE * S9RT<1/N(1) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS. NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 G4UUP LOWR RT UPPR LF UPPR RT CENTER CENR LF LOWR LF CENR RT MEAN 3.2143 3.2273 3.3333 3.3538 3.4091 3.4815 3.6842 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - _ - - - - - - _ - - - - - - k t ~.
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NICOTINE MENT90L HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 20 MENTHOL SMOKERS ONLY FILE NMPANEL (CdEATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - _ _ - _ - _ _ _ _ _ _ _ _ - _ - - _ _ _ - _ _ _ 0 N E W A Y - _ - - _ _ _ _ _ - _ _ _ - - - _ - - - _ _ - - _ - VARIABLE HARSH < NOT - EXTREMELY HARSH TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.3345 * RANGE * SQRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOWR RT CENR RT CENTER LOWR LF UPPR LF CENR LF UPPR RT MEAN 2.7143 2.8947 3.005 3.1154 3.1304 3.1364 3.1429 _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ .. _ _ _ _ _ _ _ _ _ - - .. _ _ - _ _ - _ _ _ _ - - - - _ - - _ _ _ 50891 8136 s . E.
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MENTHOL SMOKERS ONLY ~ FILE NMPANEL (CREATION DATE = 9/ 9/8U) HEXAGON RSM PANEL DATA TUE, SEP 9. 1980. 3:14 PM PAGE 16 - _ - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - ~ - - - - - - - - - - - - - - - - - - VARIABLE HOT < NOT - EXTREMELY HOT TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.1873 * RANGE * SGRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP UPPR LF UPPR RT LOWR RT CENTER MEAN e.5217 2.6667 2.7143 2.7846 LOWR LF CENR RT CENR LF 3.0741 3.1579 3.3182 50891 8132 {' E R
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE, SEP 9, 1980, 3:14 PM PAGE 18 MENTHOL SMOKERS ONLY ~ FILE NMPANEL (CREATIOV DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8134 - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE MINTY < NO - EXTREME MINTY TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.1019 * RANGE * S9RT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET GROUP 1 CENR LF CENTER LOWR LF UPPR LF UPPR RT MEAN 2.5455 2.5846 2.7037 2.9565 3.1500 - - - - - - - - - - - - - - •• - - - - - - - - - - - - - - - - - - - - - - - SUBSET 2 GROUP UPPR RT LOWR RT MEAN 3.1500 3.7500 SUBSET 3 GROUP LOWR RT CENR RT MEAN 3.7500 4.2000 - - - - - - - - - - - - - - - - - f l
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44 RAN6ES=DUNCAN (.10)/ 00042000 45 OPTIONS 6 00043000 46 STATISTICS 1 00044000 ***** ONEWAY PROBLEM REQUIRES 2496 BYTES WORKSPACE ***** 47 READ INPUT DATA 00045000 50891 8118 s t L
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 17 MENTHOL SMOKERS ONLY 50891 8133 FILE NMPANEL (CREATION DATE s 9/ 9/80) HEXAGON RSM PANEL DATA Q~ - - - - - --"' -,- - - - - - - - - - - - - - - - - - 0 N E W A Y _ _ _ _ - - _ _ - _ _ - _ - _ _ - _ _ - - - _ _ _ - C VARIABLE MINTY < NO - EXTREME MINTY TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEE WITHIN TOTAL N GROUPS GROUPS 6 198 204 63.1551 480.8248 543.9799 10.5258 2.4284 4.334 .0004 GROUP CO UNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 2u 4.2000 1.7045 , .3811 1.0000 7.0000 3.4023 TO 4.9977 LOwR Ri 28 3.7500 1.8384 .3474 1.0000 7.0000 3.0372 TO 4.4628 LOWR LF 27 2.7037 1.5888 .3058 1.0000 6.0000 2.0752 TO 3.3322 CENR Lf 22 2.5455 1.5032 .3205 1.0000 6.0000 1.8790 T0 3.2120 UPPR Lr 23 2.9565 1.4295 .2981 1.0000 6.0000 2.3384 TO 3.5747 UPPR RT 20 3.1500 1.7852 .3992 1.0000 6.0000 2.3145 T0 9855 3 CENTER 65 2.5846 1.3450 .1668 1.0000 6.0000 2.2513 TO . 2.9179 TOTAL 2 05 3.0098 1.6330 .1141 1.0000 7.0000 2.7849 TO 3.2346 L
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI MON. SEP 8, 1980. 10:52 AM PAGE 28 FILE NMPANEL (CREATION DATE - 9/ 8/80) HEXAGON RSM PANEL DATA 50891 8108 CELL. RSM POINT IDENTIFYER t • CATEGORY LABEL ABSOLUTE CODE FREQ RELATIVE ADJUSTED FREQ FREQ (PCT) (PCT) CUM s FREQ (PCT) 1. 20 9,7 9.7 9.7 2. 28 13.6 13.6 23.3 3. 27 13.1 13.1 36.4 4. 22 10.7 10.7 47.1 5. 23 11.2 11.2 58.3 6. 21 10.2 10.2 68.4 ( 7. 23 11.2 11.2 79.6 ~ 8. 24 11.7 11.7 91.3 9. 18 8.7 8.7 100.0 ~ TOTAL 206 100.0 100.0 MEAN 4. 859 STD ERR .176 MEDIAN 4.761 MODE 2. 000 STD DEV 2.533 VARIANCE 6.414 KURTOSIS -1. 239 SKEWNESS .087 RANGE 8.000 MINIMUb+ 1. 000 MAXIMUM 9.000 VALID CASES 206 MISSING CASES 0 f
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( L NICOTINE MENTHOL HEXAGON RSM - TOM PERFETLI TUE. SEP 9. 1980. 3:14 PM PAGE 19 MENTHOL SNOKERS ONLY FILE NMPANEL (CREATION DATE z 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - ~ - 0 N E W A Y - - - - 50891 8135 VARIABLE HARSH < NOT - EXTREMELY HARSH TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RAT IO F PROB. BETWEEN GPOUPS WITHIN GROUPS TOTAL 6 197 203 4.1412 701.6814 705.8226 .6902 3.5618 .19 4 .9783 ' STANDARD STANDARD GROUP COUNT MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 19 2.8947 1.6632 .3816 1.0000 6.0000 2.0931 TO 3.6964 LOWR RT 28 2.7143 1.6523 .3123 1.0U0U 6.0000 2.0736 TO 3.3550 LOwR LF 26 3.1154 1.9458 .3816 1.0000 7.0000 2.3295 TO 3.9013 CENR Lf 22 3.1364 2.0070 .4279 1.0000 7.0000 2.2465 TO 4.0262 UPPR LF 23 3.1304 2.2422 .4675 1.0000 7.0000 2.1608 TO 4.1001 UPPR RT 21 3.1429 2.1044 .4592 1.0000 7.0000 2.1849 TO 4.1008 CENTER 65 3.0615 1.7667 .2191 1.0000 7.0000 2.6238 TO 3.4993 TOTAL 204 3.0294 1.8647 .1306 1.U000 7.0000 2.7720 TO 3.2868
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NICOTINE MENTHOL HEXAGON RSM - TONi PERFETTI TUE, SEP 9, 1980, 3:14 PM PAGE 25 MENTHOL SMOKERS ONLY 50891 81¢1 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - 0 N E N A Y - - - - ~ - - - - - - - - - - - - - - - - - - - - - VARIABLE dITTER < NOT - EXTREMELY BITTER TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 14.0559 2.3426 .897 .4979 WITHIN GROUPS 198 516.9188 2.6107 TOTAL 204 530.9746 STANDARD STANDARD ' GROUP COUNT MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CEVR RI 19 2.6316 1.4225 .3263 1.0000 6.0000 1.9460 TO 3.3172 LOwR RT 28 2.3571 1.3935 .2633 1.0000 6.0000 1.8168 TO 2.8975 LOwP LF 27 2.6296 1.6675 .3209 1.0000 6.0000 1.9700 TO 3.2893 CENR LF 22 3.1818 1.7898 .3816 1.0000 7.0000 2.3883 TO 3.9754 UPPR LF 23 2.6087 1.9479 .4062 1.0000 7.0000 1.7663 TO 3.4510 UPPR RT 21 2.1905 1.4007 .3057 1.0000 5.0000 1.5529 TO 2.8281 CATER 65 2.4154 1.6095 .1996 1.0000 7.0000 2.0166 TO 2.8142 TOTAL 205 2.5366 1.6133 .1127 1.0000 7.0000 2.3144 TO 2.7588 f
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETT_I TUE. SEP 9, 1980, 3:14 PM PAGE 29 MENTHOL SMOKERS ONLY 50891 8145 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA _ - - _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 0 N E W A Y _ - _ _ - _ - - _ - _ _ _ _ _ _ _ _ _ - - _ _ _ - VARIABLE SMOOTH < NOT - EXTREMELY SMOOTH TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 23.4632 3.9105 1.359 .2329 WITHIN GROUPS 198 5o9.6872 2.8772 TOTAL 204 593.1504 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR Ri 19 4.6842 1.6348 .3750 2.0000 7.0000 3.8963 TO 5.4721 LOWR RI 28 5.U357 1.5512 .2931 2.0000 7.0000 4.4342 TO 5.6372 LOWR LF 27 4.1111 1.7831 .3432 1.0000 7.0000 3.4057 TO 4.8165 CENR LF 22 4.6818 1.5852 .3380 1.0000 7.0000 3.9790 TO 5.3847 UPPR LF 23 4.9565 1.6370 .3413 2.0000 7.0000 4.2486 T0 5.6644 UPPa RI 21 4.5238 1.7782 .3880 1.0000 7.0000 3.7144 TO 5.3332 CENTER o5 4.2154 1.7633 .2187 1.0000 7.0000 3.7785 TO 4.6523 TOTAL 205 4.5220 1.7052 .1191 1.OU00 7.0000 4.2871 TO 4.7568
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980. 3:14 PM PAGE 27 MENTHOL SMOKERS ONLY " FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - _ - _ - _ _ - _ - _ - - _ _ - _ - - - - - - VARIABLE TONGUE < NO - EXTREME TONGUE 8ITE > ANALYSIS OF VARIANCE 50891 8143 SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 2.7088 .4515 .165 .9856 WITHIN GROUPS 198 540.2661 2.7286 TOTAL 204 542.9749 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CON F INT FOR MEAN CENR RT 19 2.4737 1.8369 .4214 1.0000 7.0000 1.5883 TO 3.3591 LOwR RT 28 2.6U71 1.6852 .3185 1.0000 7.0000 1.9537 TO 3.2606 LOwR LF 27 2.5926 1.8451 .3551 1.0000 6.0000 1.8627 TO 3.3225 CENR LF 22 2.5000 1.4720 .3138 1.0000 7.0000 1.8474 TO 3.1526 UPPR LF 23 2.3043 1.7948 .3742 1.0000 6.0000 1.5282 TO 3.0805 UPPR Rr 21 2.2361 1.6095 .3512 1.0000 6.0000 1.5055 TO 2.9707 CENTER 65 2.4615 1.5112 .1874 1.0000 7.0000 2.0871 TO 2.8360 TOTAL 205 2.4634 1.6315 .1139 1.0000 7.0000 2.2388 TO 2.6881
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NICOTINE MENTHOL HEXAGON PSM - TOM PERFETTI TUE. SEP 9, 1980. 3:14 PM PAGE 30 MENTHOL SMOKERS ONLY FILE NNPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE SMOOTH < NOT - EXTREMELY SMOOTH TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGtS FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TAHLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.1994 * RANGE * SORT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS. NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GdOUP LOWR LP CENTER UPPR RT CENR LF CENR RT UPPR LF MEAN 4.1111 4.2154 4.5238 4.6818 4.6842 4.9565 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SUtlSET 2 GROUP UPPR RT CENR LF CENR RT UPPR LF LOWR RT MEAN 4.5236 4.6818 4.6842 4.9565 5.0357 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8146
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NIC0IINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980r 3:14 PM PAGE 3 MENTHOL SMOKERS ONLY 50891 8119 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - ' - - - - - - - - - - - - - _ - _ - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - t VARIABLE SMOKET p OF TEST CIGARETTES SMOKED ANALYSIS OF VARIANCE . SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIQ F PROB. t eETWEEN bROUPS 6 1828.2065 304.7010 1.033 .4054 WITHIN GROUPS 169 49832.2856 294.8655 ( TOTAL 175 51660.4844 STANDARD STANDARD GROUP COUNT MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 18 43.8889 14.1500 3.3352 15.0000 60.0000 36.8523 TO 50.9255 ( LOWR RT 24 40.1667 16.9876 3.4676 9.0000 60.0000 32.9934 TO 47.3399 LOwR LF 23 35.9565 18.8112 3.9224 6.0000 60.0000 27.8219 TO 44.0911 CENR LF 20 39.7000 16.7743 3.75U9 10.0000 60.0000 31.8494 TO 47.5506 ( UPPR LF 18 40.7222 17.7194 4.1765 10.0000 60.0000 31.9106 TO 49.5339 UPPR RT 16 44.7500 16.5025 4.1256 18.0000 60.0000 35.9564 TO 53.5436 CENTER 57 45.2105 17.5446 2.3238 3.0000 60.0000 40.5553 TO 49.8657 TOTAL 176 42.0511 17.1815 1.2951 3.0000 60.0000 39.4951 TO 44.6072 ( ( t ( ~
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r L NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI FILE NMPANEL (CRFATION DATE = 9/ 8/80) HEXAGON RSM PANEL DATA THE CONTENTS OF EACH CASE ON THE AGGREGATED OUTPUT FILE.. SEQUENTIAL CREATED VARIABLE POSITION DESMEN - MEAN MON. SEP 8, 1980, 10:55 AM PAGE 31 50891 8113 A TRUE AGGREGATED OUTPUT FILE r+AS WRITTEN ON LOGICAL UNIT 9 IT CONTAINS 9 AGGREGATED CASES THE VARIABLES ON THE FILE GENERATED CAN BE READ INTO SPSS IN A SUBSEQUENT RUN USING THE 'BINARY' FORMAT SPECIFICATION CPU TIME REQUIRED.. 7.72 SECONDS 64 FINISH 00060000 Lf~ ~ AGGREGATION GROUP NUMBER TOTAL NUMBER OF CASES IN AGGREGATION GROUP CELL - GROUPING VARIABLE VALUE 4 SMOKET - MEAN 5 THERM - MEAN 6 THEkMMEN - MEAN I 'STRENGTH - MEAN 8 DRAW - MEAN 9 ARTIFICL - MEAN 10 HOT - MEAN 11 MINTY - MEAN 12 HARSH - MEAN 13 MENTHOL - MEAN 14 TOBACCO - MEAN 15 BITTER - MEAN 16 TONGUE - MEAN 17 SMOOTH - MEAN 18 RICH - MEAN 19 LIGHT - MEAN 20 SATISFY - MtAN 21 . SMOKEU - MEAN -'r2-\ DESNIC - MEAN NORMAL END OF JOB. 64 CONTROL CARDS WERE PROCESSED. 0 ERRORS WERE DETECTED. i ( f E 4 9
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTJ MENTHOL SMOKERS ONLY FILE N'4PANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA TUE. SEP 9, 1980, 3:14 PM PAGE 32 - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - _ VARIABLE RICH < NOT - EXTREMELY RICH FLAVOR > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED 1.1116 * RANGE * SQRT(1/N(I) + 1/N(J)) WITH MEAN(J)"MEAN(I) IS.. HOMOGENEOUS SUBSETS (SUBSFTS OF GROUPS. NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOWR LF CENR LF MEAN 3.0370 3.6818 - - - - - - - - - - - - - - - - - SUbSET 2 GROUP CENR LF CENTER UPPR LF UPPR RT CENR RT LOWR RT MEAN 3.6818 3.9231 3.9565 4.0476 4.3684 4.3929 50891 8148 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE, SEP 9. 1980, 3:14 PM PAGE 26 MENTHOL SMOKERS ONLY ~ FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - ' - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - VARIABLE BITTER < NOT - EXTREMELY BITTER TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.1425 * RANGE * SQRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUdSET 1 GROUP UPPR RT LOwR RT CENTER UPPR LF LOWR LF CENR RT MEAN 2.1905 2.3571 2.4154 2.6087 2.6296 2.6316 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SUBSET 2 GROUP LOWR RT CENTER UPPR LF LOWR LF CENR RT CENR LF MEAN 2.3571 2.4154 2.6087 2.6296 2.6316 3.1818 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8142 C t L
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NICOIINE MENTHOL HEXAGON RSM - TOM PERFETTJ MENTHOL SMOKERS ONLY TUE. SEP 9, 1980. 3:14 PM PAGE 37 TRANSPACE REQUIRED.. 900 BYTES 9 TRAN.S.FORMATIONS U RECODE VALUES + LAG VARIABLES 43 IF/COMPUTE OPERATIONS CPU TIME REQUIRED.. 38.88 SECONDS 1a8 TASK NAME -- ALL SMOKERS 00046000 -_ ) `~49 ONEWAY SMOKET TO SATISFY BY INCELL(1,7)/ 0004T000 50 RANGES=DUNCAN (.10)/ 00048000 51 OPTIONS 6 00049000 52 STATISTICS 1 00050000 ***** ONEWAY PROBLEM REQUIRES 2496 BYTES WORKSPACE ***** 50891 8153 ~-
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 34 MENTHOL SMOKERS ONLY FILE NMPANEL (CREATION DATE = 9/ 9180) HEXAGON RSM PANEL DATA - - - _ - - _t. - - - - - - - - - - - - - - - - - - - 0 N E W A Y _ - _ _ - - - - - - - - - - - - - - - - - - - - - - VARIABLE LIGHT < NOT - EXTREMELY LIGHT TASTE > MULTIPLE RANGE TEST DUNCNN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.1818 * RANGE * SURT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUqSET OF THAT SIZE) SUBSET 1 GRUUP UPPR RT CENR RT UPPR LF CENTER LOWR LF LOwR RT CENR LF MEAN 3.7610 3.9500 4.0870 4.1846 4.1852 4.3214 4.4091 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 5e891 8150 t
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NICOTINE MENTH01. HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980. 3:14 PM PAGE 22 MENTHOL SMOKERS ONLY " FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8138 G - - - - - - _, - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - ~ VARIABLE MENTHOL < NO - EXTREME MENTHOL TASTE > r MULTIPLE RANGE TEST { DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. .9912 * RANGE * SQRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUFISET OF THAT SIZE) SUBSET 1 GROUP LOWR LF UPPR LF CENR LF CENTER MEAN 3.2963 3.3043 3.4545 3.5692 - - - - - - - - - - - - - - - - - - - - - - - - - - •• - - - - SUBSET 2 GROUP CENR LF CENTER UPPR RT NEAN 3.4545 3.5692 4.1905 - - - - - - - - - - - - - - - - - - - - SUBSET 3 GROUP UPPR RT LOWR RT MEAN 4.19U5 4.6296 - - - - - - - - - - - - - - - - - SUBSET 4 GROUP CENR PT MEAN 5.7368 L
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 11 MENTHOL SMOKERS ONLY FILE NMPANEL (CHEAlION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8127 - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - _ - _ _ - - - - - - - _ - - - - - - - - VARIABLE DRAW < EASY TO - EXTREMELY HARD TO DRAW > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROS. BETWEEN GROUPS WITHIN GROUPS TOTAL 6 199 205 9.2901 432.0346 441.3247 1.5484 2.1710 .713 .6394 GRUUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CEHR Rr 20 2.4500 1.5381 .3439 1.0000 6.0000 1.7301 TO 3.1699 LOwR RT 28 2.1071 1.2573 .2376 1.0000 6.0000 1.6196 TO 2.5947 LOWR LF 27 2.7778 1.7394 .3348 1.0000 7.0000 2.U897 TO 3.4659 CENR LF 22 2.7727 1.631U .3477 1.0000 7.0000 2.0496 TO 3.4959 UPPR LF 23 . 2.5652 1.6740 .3491 1.0000 7.0000 1.8413 TO 3.2891 UPVR RF 21 2.2857 1.1892 .2595 1.0000 5.0000 1.7444 TO 2.8270 CENTER 65 2.4308 1.3690 .1698 1.0000 6.0000 2.0916 TO 2.7700 TOTAL 206 2.6709 1.4672 .1022 1.0000 7.0000 2.2693 TO 2.6724
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NICOTINE MENTHOL HEXAGON QSM - TOM PERFETTI TUE, SEP 9, 1980, 3:14 PM PAGE 5 MENTHOL SMOKERS ONLY FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E U A Y - - - - - - _ - - - - - - - - - - - - - - - - - - - VARIABLE THERM THERMOMETER RATING OF TEST PRODUCT ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 4084.8998 680.8165 1.834 .0945 WITHIN GROUPS 192 71289.8315 371.3011 TOTAL 198 75374.7188 50891 8121 . c STANDARD STANDARD GROUP COUNT MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN ( CENR RT 19 65.7895 17.0996 3.9229 20.0000 90.0000 57.5477 TO 74.0312 LOWR Rf 28 67.8571 20.5D73 3.8869 .0000 95.0000 59.8820 TO 75.8323 ~ LOwR LF 27 56.2963 22.8958 4.4063 10.0000 90.0000 47.2390 TO 65.3536 CENR LF 22 60.0000 20.9307 4.4624 .0000 90.0000 50.7198 TO 69.2802 UPPR LF 21 68.3333 16.8325 3.6732 30.0000 90.0000 60.6713 TO 75.9954 ~ UPPR RT 21 71.9048 14.0068 3.U565 40.0000 90.0000 65.5289 TO 78.2806 CENTER 61 65.4918 19.2290 2.4620 10.0000 90.0000 60.5670 TO 70.4166 TOTAL 199 64.9749 19.5110 1.3831 .0000 95.0000 62.2474 TO 67.7024 ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980. 3:14 PM PAGE 13 MENTHOL SMOKERS ONLY ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE ARTIFICL < NOT - EXTREMELY ARTIFICIAL > ANALYSIS OF VARIANCE 50891 8129 SOURCE D.F. SUM OF SQUARES MEAN S QUARES F RATIO F PROB. BETWEEN GROUPS WITHIN GROUPS TOTAL 6 197 203 3.4161 466.2697 469.6857 .5693 .241 2.3669 .9626 GRwJP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINI MUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RF 19 3.6842 1.4550 .3338 1.0 000 6.0000 2.9829 TO 4.3855 LOWR RT 28 3.2143 1.6856 .3185 1.0 000 7.0000 2.5607 TO 3.8679 LOwR LF 27 3.4815 1.451U .2792 1.0 000 6.0000 2.9075 TO 4.0555 CENR Lr 22 3.4091 1.4690 .3132 1.0 000 7.0000 2.7578 TO 4.0604 UPPR LF 22 3.2273 1.6310 .3477 1.0 000 6.0000 2.5041 TO 3.9504 UPPR Rf 21 3.3333 1.5275 .3333 1.0 000 7.0000 2.6380 TO 4.0287 CENTER 65 3.3538 1.5251 .1892 1.0 000 7.0000 2.9759 TO 3.7317 TOTAL 2U4 5.3725 1.5211 .1065 1.0 000 7.0000 3.1626 TO 3.5825
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NICOTINE MENlHOL HEXAGON R5M - TOM PERFETT.I TUE. SEP 9, 1980. 3:14 PM PAGE 8 MENTHOL SMOKERS ONLY 50891 8124 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - _... - - - - - - - - - - - - - - - - - - - 0 N E W A Y - _ - - - - - - - - - - _ _ - - _ _ - - _ _ _ - _ - VARIABLE THERMMEN MULTIPLE RANGE TEST MENTHOL THERMOMETER RATING DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.72 THE RANGES ABOVE ARE TAdLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 15.1195 * RANGE * SwRT(1/N(I) + 1/N(J)) HOMOGENFOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOWR LF CEMR LF UPPR LF HEAN 49.2306 58.0952 58.0952 - - - - - - - - - - - - - - - - - - - - - - - - SUBSET 2 GROUP CENR LF UPPR LF CENTER CENR RT yEAN 58.0952 58.0952 61.7742 66.9474 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SUUSET 3 GROUP CENTER CENR RT LOWR RT MEAN 61.7742 68.9474 69.6429 - - - - - - - - - - - - - - - - - - - - - - - - SUdSET 4 GROUP CENR RT LOWR RT UPPR PT MEAN 68.9474 69.6429 73.5000 - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTINE MENTHOL HEXAGON RSM - T0M PERFETTI TUEi SEP 9, 1980r 3:14 PM PAGE 21 MENTHOL SMOKERS ONLY ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - _ - _ - - - - - - - - - - - - - - - - _ - - 0 N E W A Y - _ - - - _ - _ _ - - - - _ _ _ - - _ _ - - - _ VARIABLE MENTHOL < NO - EXTREME MENTHOL TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. 50891 8137 BETWEEN GROUPS WITHIN GROUPS TOTAL 6 197 203 109.7274 387.1103 496.8376 18.2879 1.9650 9.307 .0000 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 19 5.7368 1.0976 .2518 3.0000 7.0000 5.2078 TO 6.2659 LOwR Rf 27 4.6296 1.3629 .2623 2.0000 7.0000 4.0905 T0 5.16b8 LOwR LF 27 3.2963 1.7500 .3568 1.0000 7.0000 2.604U TO 5.9886 CENR Lr 22 3.4545 1.2993 .2770 1.0000 6.0000 2.8784 TO 4.0306 UPPR LF 23 3.3043 1.3292 .2772 2.0000 6.0000 2.7296 TO 3.8791 UPPR RI 21 4.19U5 1.5040 .3282 2.0000 7.0000 3.5059 TO 4.8751 CENTER 65 3.5692 1.3575 .1684 1.0000 7.000U 3.2329 T0 3.9056 TOTAL 204 3.8971 1.5644 .1095 1.0000 7.0000 3.6811 TO 4.1130
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SPSS BATCH SYSTEM TUE. SEP 9. 1980. 3:13 PM PAGE 1 SPSS FOR THE HP/30U0 SUMMER-RELEASE, VERSION 8.U. JUNE 15, 1980. MCMASTER UNIVERSITY. USER: THOMAS COMPSYS STEICHEN DEFAULT SPACE ALLOCATION.. ALLOWS FOR.. 35 TRANSFORMATIONS WORKSPACE 24500 BYTES 140 RECODE VALUES + LAG VARIABLES TRANSPACE 3500 dYTES 560 IF/COMPUTE OPERATIONS 1 NUMBERED 00001000 2 RUN NAME NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI 00002000 3 FILE NAME NMPANEL HEXAGON RSM PANEL DATA 00003000 4 VARIARLE LIST INCELL.SMOKET.THERM.THERMMEN.STRENGTH.DRAW,ARTIFICL, 00004000 5 HOT.MINTY.HARSH,MENTHOL,TOBACCO.BITTER.TONGUE. 00005000 6 SMOOTH.RICH.LIGHT,SATISFY,UBRAND.SMOKEU.SEX.AGE 00006000 7 N OF CASES 270 00007000 8 INPUT MEDIUM DISC (NMPANEL) 00008000 9 INPUT FORMAT FIXED (F1.0.F3.0,2F4.0,14F2.O.F5.0.3F2.0) 00009000 ACCORDING TO YOUR INPUT FORMAT, VARIABLES ARE TO BE READ AS FOLLOWS 50891 8116 t . C f fv= VARIABLE FORMAT RECORD COLUMNS INCELL F 1. 0 1 1- 1 f SMOKEi F 3. 0 1 2- 4 THERM F 4. 0 1 5- 8 THERMMEN F 4. 0 1 9- 12 STRENGTH F 2. 0 1 13- 14 DRAW F 2. 0 1 15- 16 ARTIFICL F 2. 0 1 17- 18 HOT F 2. 0 1 19- 20 MINTY F 2. 0 1 21- 22 HARSH F 2. 0 1 23- 24 MENFHOL F 2. 0 1 25- 26 TOBACCO F 2. 0 1 27- 28 BITTER F 2. 0 1 29- 30 f TONGUE F 2. 0 1 31- 32 SMOOTH F 2. 0 1 33- 34 RICH F 2. 0 1 35- 36 LIGHT F 2. 0 1 37- 38 SATISFY F 2. 0 1 39- 40 i UBRAND F 5. 0 1 41- 45 SMOKEU F 2. 0 1 46- 47 SEX F 2. 0 1 48- 49 AGE F 2. 0 1 50- 51 f THE INPUT FORMAT PROVIDES FOR 22 VARIABLES. 22 WILL BE READ IT PROVIDES FOR 1 RFCORDS ('CARDS') PER CASE. A MAXIMUM OF 51 'COLUMNS' ARE USED ON A RECORD. 10 DO REPEAT Is7922,7984,8044.8084,8086.8606.8804,8864/ 00010000 11 IF (UBRAND EQ I) UBRAND-1 00011000 12 END REPEAT ' 00012000 DO REPEAT REQUIRED 152 BYTES OF WORKSPACE. ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 198Ur 3:14 PM PAGE 24 MENTHOL SMOKERS ONLY ~ FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA _ - _ _ _ _ _ _ _ - - _ _ - _ - _ _ _ _ _ _ _ _ _ _ 0 N E W A Y _ _ _ _ _ _ _ _ _ - _ - _ _ _ _ - _ _ " _ _ _ VARIABLE TOBACCO < NO - EXTREME TOBACCO TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .10U LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE kANGES. THE VALUE ACTUALLY COMPARED WITH .9503 * RANGE * SQRT(1/N(I) + 1/N(J)) MEAN(J)-MEAN(I) IS.. HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUbSET 1 GROUP LOWR LF CENR LF LOWR RT CENR RT CENTER UPPR RT UPPR LF MEAN 3.4231 3.5455 3.5714 3.6316 3.6462 3.8095 4.1304 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8140
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r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUEr SEP 9. 1980. 3:13 PM PAGE 2 S 13 VAR LABELS INCELL RSM POINT IDENTIFYER/ 00013000 50891 8117 14 SMOKET # OF TEST CIGARETTES SMOKED/ 00014000 15 THERM THERMOMETER RATING OF TEST PRODUCT/ 00015000 16 THERMMEN MENTHOL THERMOMETER RATIN6/ 00016000 17 STRENGTH < NOT - EXTREMELY STRONG >/ 00017000 18 DRAW < EASY TO - EXTREMELY HARD TO DRAW >/ 00014000 ~ r 19 ARTIFICL < NOi - EXTREMELY ARTIFICIAL >l 00019000 20 HOT < NOT - EXTREMELY HOT TASTE >/ 00020000 ' 21 MINTY < NO - EXTREME MINTY TASTE >/ 00021000 ~ 22 HARSH < NOT - EXTREMELY HARSH TASTE >/ 00022000 23 MENTHOL < NO - EXTREME MENTHOL TASTE >/ 00023000 24 TOBACCO < NO - EXTREME TOBACCO TASTE >/ 00024000 t 25 BITTER < NOT - EXTREMELY BITTER TASTE >/ 00025000 26 TONGUE < NO - EXTREME TONGUE BITE >/ 00026000 27 SMOOTH < NOT - EXTREMELY SMOOTH TASTE >/ 00027000 ( 28 RICH < NOT - EXTREMELY RICH FLAVOR >/ 00028000 29 LIGHT < NOT - EXTREMELY LIGHT TASTE >/ 00029000 30 SATISFY < NOT - EXTREMELY SATISYING >/ 00030000 c" 31 UBRAND USUAL BRAND OF CIGARETTE/ 00031000 32 SMOKEU USUAL m OF CIGARETTES PER DAY/ 00032000 33 SEX SEX OF RESPONDENT/ 00033000 (. 34 AGE AGE GROUP OF RESPONDENT/ 00034000 35 VALUE LABELS SMOKEU (1) 1 TO 15 (2) 16 TO 25 (3) OVER 25/ 00035000 36 INCELL (1) CENR RT (2) LOWR RT (3) LOWR LF 00036000 ( 37 - ~~(4) CENR LF (5) UPPR LF (6) UPPR RT (7) CENTER/ 0OU37000 38 SEX (1) MALE (2) FEMALE/ U0038000 39 AGE (1) 18 - 34 (2) 35 K OVER 00039000 ~ 40 MISSING VALUES INCELL TO AGE (-1) 00040000 41 *SELECT IF (UBRAND NE -1) 00040500 ~ 42 TASK NAME MENTHOL SMOKERS ONLY 1 00040600 ~ 3,43 ONEwAY SMOKET TO SATISFY BY INCELL(1,7)/ 00041000 ( ~ c L C L (..
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9. 1980. 3:14 PM PAGE 28 MENTHOL SMOKERS ONLY ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - _ - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - _ ! - - - - - - - - - - - - - - - - - - _ - - VARIABLE TONGUE < NO - EXTREME TONGUE BITE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.1680 * RANGE * SQRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 50891 8144 GROUP UPPR RT UPPR LF CENTER CENR RT CENR LF LOWR LF LOMR RT MEAN 2.2381 2.3043 2.4615 2.4737 2.5000 2.5926 2.6071
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NICOTINE MENTHOL HEXAGON RSA - TOM PERFETTJ ALL SMOKERS FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA _ - --m - - - - - - - - - - - - - - - - - - - 0 N E W A Y VARIABLE THERMMEN MENTHOL THERMOMETER RATING MULTIPLE RANGE TEST TUE. SEP 9, 1980r 3:14 PM PAGE 43 DUNCAN PROCEDURE RANGES FUR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN( I) IS.. 15.1359 * RANGE * SQRT(1/N( I) + 1/N(J)) HOMObENEUUS SUB SETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOWR LF CENR LF UPPR LF MEAN 50.625 0 56.5217 59.5000 SUBSET 2 GROUP CENR LF UPPR LF CENTER MEAN 56.521 7 59.50UO 63.5000 SUBSET 3 GROUP UPPR LF CENTER CENR RT MEAN 59.500 0 63.5U00 68.3333 SUBSET 4 GROUP CENTE R CENR RT LOWR RT UPPR RT MEAN 63.500 0 68.3333 70.3226 70.6452 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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. NICOFINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE, SEP 9, 1980, 3:14 PM PAGE 40 ALL SMOKERS FILE NMPANEL (CREAfION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8156 - - - - - - _. - - - - - - - - - - - - - - - - - - - 0 N E W A Y - _ - - - - - - - - - - - - - - - - - - - - - - - - ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETwEEN GROUPS 6 3494.9768 582.4961 1.689 .1240 WITNIN GROUPS 251 86541.0645 344.7851 TOTAL 257 90036.0313 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR .KINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CEwR RT 29 65.1724 16.6U91 3.0842 20.0000 90.0000 58.8547 TO 71.4902 LOwR RT 32 68.4375 19.4869 5.4448 .0000 95.0000 61.4117 TO 75.4633 LOwR LE 33 57.8788 23.0160 4.0066 10.0000 90.0000 49.7177 TO 66.0399 CENR LF 24 60.4167 2U.5319 4.1910 .U000 90.0000 51.7468 TO 69.0865 UPPR LF 30 68.1667 16.6342 3.0370 30.0000 90.0000 61.9554 TO 74.3779 uPPR RT 32 69.3750 14.1279 2.4975 40.0000 90.0000 64.2814 TO 74.4686 CENTER 78 65.7051 18.4412 2.0881 10.0000 90.0000 61.5473 TO 69.6630 TOTAL 258 65.2326 18.7172 1.1653 .0000 95.0000 62.9378 TO 67.5273
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFF.TT,1 TUE. SEP 9, 1980, 3:14 PM PAGE 44 ALL SV4UKERS FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - _ - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE STRENGTH < NOT - EXTREMELY STRONG > ANALYSIS OF VARIANCE 50891 8160 SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEE WITHIN TOTAL N GROUPS GROUPS 6 262 268 19.7831 562.4466 582.2296 3.2972 2.1467 1.536 .1666 ~ STANDARD STANDARD GROUP CO UNT MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 31 3.9677 1.4941 .2683 1.0000 7.0000 3.4197 TO 4.5158 LOWR RT 32 3.6875 1.2811 .2265 1.0000 6.0000 3.2256 TO 4.1494 LOwk LF 33 3.2727 1.5466 .2692 1.0000 6.0000 2.7243 TO 3.8211 CENR Lr 24 3.6250 1.6369 .3341 1.0000 6.0000 2.9338 TO 4.3162 UPPR LF 32 3.2813 1.5910 .2812 1.0000 7.0000 2.7076 TO 3.6549 UPPR RT 32 4.0938 1.4449 .2554 2.0000 7.0000 3.5728 TO 4.6147 CENTER 85 3.5059 1.3941 .1512 1.0000 7.0000 3.2052 TO 3.8066 TOTAL 2 69 3.6059 1.4739 .0899 1.0000 7.0000 3.429U TO 3.7829
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NICOTINE MENTnOL HEXAGON RSM - TOM PERFETLI TUE, SEP 9, 1980, 3:14 PM PAGE 36 MENTHOL SMOKERS ONLY FILE NMPANEL (CREATIOV DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - _ - - - _ - - - - - _ _ _ - - _ _ _ 0 N E W A Y _ _ _ _ - - _ - - _ - _ - - _ _ - - _ _ _ _ - _ - _ VARIABLE SATISFY < NOT - EXTREMELY SATISYING > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .1U0 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.2825 * RANGE * SORT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO FAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GkOUP LOWR LF CENR RI CENTER CENR LF MEAN 3.3333 4.2000 4.2462 4.2727 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SUBSET 2 GROUP CENR RT CENTER CENR LF LUWR RT UPPR LF UPPR RT MEAN 4.2000 4.24e2 4.2727 4.5714 4.6364 4.7619 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - _ _ _ - _ - - _ - _ - _ - _ - 50891 8152 s
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 42 ALL SMOKERS FILE NMPANEL (CkEATION OATE = 9/ 9/80) HEXAGON RSM PANEL DATA _ - _ _ - - r. _ - - - - _ - - - - _ ' - _ _ - - _ _ 0 N E W A Y _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ u+ VARIABLE THERMMEN MENTHOL THERMOMETER RATING m co ° ANALYSIS OF VARIANCE w r ~ co BETWEEN SOURCE GROUPS D.F. SUM OF SQUARES 6 1U579.9286 MEAN SQUARES 1763.3213 F RATIO 3.848 F PROB. .0011 WITHIN G kOUPS 250 114547.0635 458.1882 TOTAL 256 125126.9844 + STANDARD STANDARD GROUP COUN T MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 30 68.3333 21.8274 3.9851 30.0000 100.0000 60.1828 TO 76.4838 LOWR Rf 31 70.3226 19.7457 3.5464 20.0000 90.0000 63.0798 TO 77.5654 LOWR LF 32 50.6250 28.0480 4.9582 .0000 90.0000 40.5126 TO 60.7374 CENR LF 23 55.5217 2U.5843 4.2921 10.0000 90.0000 47.6204 TO 65.4231 UPPR LF 30 59.5000 19.4U2( 3.5424 20.0000 95.0000 52.2549 TO 66.7451 UPPR R7 31 70.64j2 15.2612 2.741U 30.0000 100.0000 65.0473 TO 76.2430 CEVTEH 80 63.5000 21.7640 2.4333 .0000 100.0000 58.6567 TO 68.3433 TOTAL 257 63.0545 22.1083 1.3791 .0000 100.0000 60.3387 TO 65.7702
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980. 3214 PM PAGE 23 50891 MENTHOL SMOKERS ONLY . 8139 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA _ - _ _ - _ _ _ _ - _ _ _ _ _ - _ _ _ _ _ _ _ - 0 N E W A Y _ _ - _ _ _ _ _ _ _ _ _ _ - - _ - _ _ _ _ - _ _ - _ VARIABLE TOBACCO < NO - EXTREME TOBACCO TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATI O F PROB. BETWEEN GROUPS 6 7.5460 1.2577 .696 .6528 WITHIN GROUPS 197 355.7866 1.8060 TOTAL 203 363.3326 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 19 3.6316 1.2566 .2883 1.0000 5.0000 3.0259 TO 4.2372 LOwR RT 28 3.5714 .9201 .1739 1.0000 5.0000 3.2147 TO 3.9282 LOwR LF 26 3.4231 1.5792 .3097 1.0000 7.0000 2.7852 TO 4.0609 CENR LF 22 3.5455 1.2622 .2691 1.0000 6.0000 2.9858 TO 4.1051 UPPR LF 23 4.1304 1.6322 .3403 1.0000 7.0000 3.4246 TO 4.8362 ~. UPPR RT 21 3.8095 1.1670 .2547 2.0000 7.0000 3.2783 TO 4.3407 CENTER 65 3.6462 1.3855 .1719 1.0000 6.0U00 3.3028 TO 3.9895 TOIAL 204 3.6667 1.3378 .0937 1.0000 7.0000 3.4820 TO 3.8514 (
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 39 ALL SMOKERS FILE NMPANEL (CREATION 9ATE = 9/ 9/80) HEXAGON RSM PANEL DATA _ - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - _ r'_ - - - - - - _ - _ _ _ _ - - _ - _ _ _ _ VARIABLE SMOKET # OF TEST CIGARETTES SMOKED MULTIPLE RANGE TEST DUNCAN PROCEDUR,E RANGES FOR THE .1U0 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(1) IS.. 12.0492 * RANGE * SQRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET I GROUP LOWR RT LOWR LF CENR LF UPPR RT UPPR LF CENTER CENR RT MEAN 38.2143 39.2500 40.2727 42.0400 42.2593 44.5946 45.8929 50891 8155 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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r r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETT,Z TUE. SEP 9. 1980. 3:14 PM PAGE 12 MENTHOL SMOKERS ONLY FILE NMPANEL (CREATION DATE a 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8128 - - - _ - - - - - - - - - - - - - - - - - - - 0 N E W A Y VARIABLE DRAW < EASY TO - EXTREMELY HARD TO DRAW > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - - - - - - - - - - - - - - _ - _ - - _ - - - - - - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.0419 * RANGE * SQRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSEIS (SUBSETS OF GROUPS. NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET t GRUUP LOWR RT UPPR RT CENTER CENR RT UPPR LF CENR LF LOWR LF MEAN 2.1071 2.2857 2.4308 2.4500 2.5652 2.7727 2.7778 - - - - - - - - - - - - - - - - - - - - - - - _ - - - - - - - - - - - - - _ - - - _ _ - _ - - - _ - - _ t t f k. f f ~...
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTJ TUE, SEP 9, 1980, 3:14 PM PAGE 47 ALL SMOKERS FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8163 - - - - - - - - - - - - - 0 N E W A Y _ _ _ _ _ _ - - - _ _ _ - _ _ - - _ - - - _ - _ - _ VARIABLE DRAw < EASY TO - EXTREMELY HARD TO DRAW > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.0416 * RANGE * SQRT(1/N(I) + 1/N(J)) I HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOwR RT UPPR LF CENTER UPPR RT CENR LF CENR RT LOWR LF MEAN 2.2500 2.4688 2.4941 2.6563 2.7083 2.8065 2.8485 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - i .
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 31 MENTHOL SMOKERS ONLY FIL!E NidPANEL (CREATION DATE = 9/ 9/80) HEXAGON RS?1 PANEL DATA 50891 8147 - - - - - - _ - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - e. VARIABLE RICH < NOT - EXTREMELY RICH FLAVOR > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 32.6892 5.4482 2.204 .0441 WITHIN GROUPS 198 489.3588 2.4715 TOTAL 204 522.0480 + STANDARD STANDARD GROUP COUNT MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 19 4.3684 1.2115 .2779 2.0000 7.0000 3.7845 TO 4.9524 LOwk RT 28 4.3929 1.5949 .3014 1.0000 7.0000 3.7744 T0 5.0113 LOwR LF 27 3.U370 1.7863 .3438 1.0000 6.0000 2.33U4 TO 3.7437 CENR LF 22 3.6818 1.524U .3249 1.0000 6.0000 3.0061 TO 4.3575 UPPR LF 23 3.9565 1.8210 .3797 1.0000 7.0000 3.1690 TO 4.7440 UPPR Rf 21 4.0476 1.2032 .2626 2.0000 6.000U 3.4999 TO 4.5953 CENTER 65 3.9231 1.5842 .1965 1.0000 7.0000 3.5305 TO 4.3156 TOTAL 205 3.9024 1.5997 .1117 1.0000 7.0000 3.6821 TO 4.1227
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NICOTINE MENTHOL HEXAGON RSM - T0M PERFETT_I TUE. SEP 9, 1980, 3:14 PM PAGE 33 MENTHOL SNUKENb ONLY FILE NMPANEL (CREaTION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - _ - - - - _ - - - - - - - - - - - - - - - - - VARIABLE LIGHT < NOT - EXTREMELY LIGHT TASTE > ANALYSIS OF VARIANCE 50891 8149 SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEE wITHIN TOTAL N GROUPS GROUPS 6 199 205 6.4653 555.8687 562.3340 1.0776 2.7933 .386 .8d76 . STANDARD STANDARD GROUP CO UNT MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR Rr 20 3.9500 1.5035 .3362 1.0000 7.0000 3.2463 TO 4.6537 LOwR Rt 28 4.3214 1.4415 .2724 1.0000 7.0000 3.7625 TO 4.8804 LOWR LF 27 4.1852 2.0946 .4031 1.0000 7.0000 3.3566 TO 5.0138 CENR LF 22 4.4091 1.6807 .3583 1.0000 7.0000 3.6639 TO 5.1543 UPPR LF 23 4.0870 1.5930 .3322 1.0000 7.0000 3.3981 TO 4.7758 UPPR RT 21 3.7619 1.5134 .3303 1.0000 6.0000 3.030 TO 4.450d CENTER 65 4.1846 1.6853 .2090 1.0U00 7.0000 3.7670 TO 4.6022 TOTAL 2 06 4.15U5 1.6562 .1154 1.0000 7.0000 3.9230 TO 4.3780
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUEr SEP 9, 1980. 3:14 PM PAGE 51. ALL SMOKERS ~ FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA C: - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - ~ - - - - - - - - - _ - - - - - - - - - - . 50891 8167 VARIABLF HOT < NOT - EXTREMELY HOT TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .1U0 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. ; 1.1469 * RANGE * SQRT(1/N(I) + 1/N(J)) Q, i L HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP UPPR LF CENTER LOWR RT UPPR RT LOWR LF CENR RT CENR LF MEAN 2.4063 2.6118 2.6563 2.7500 2.9697 3.0667 3.1250 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETT_I TUEi SEP 9, 1960, 3:14 PM PAGE 41 ALL SMOKERS FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE THERM THERMOMETER RATING OF TEST PRODUCT MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR TnE .100 LEVEL - 0 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY 13.1298 * RANGE * SORT(1/N(I) + 1/N(J)) COMPARED WITH MEAN(J)-MEAN(I) IS.. HOMOGENEOIJS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOWR LF CENR LF CENR RT MEAN 57.8788 60.4167 65.1724 SUBSET 2 GROUP CENR LF CENR RT CENTER UPPR LF LOWR RT UPPR RT KEAN o0.41h7 65.1724 65.7051 68.1667 68.4375 69.3750 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - f ~ m co to N co ~ Ln J
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:14 PM PAGE 53 ALL SMOKERS FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - VARIABLE MINTY < NO - EXTREME MINTY TASTE > ~ MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY 1.1150 * RANGE * SflRT(1/N(I) + 1/N(J)) - - - - - - - - - - - - - - - - - - - - - - - COMPARED WITH MEAN(J)-MEAN(I) IS.. 50891 8169 HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY.MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP CENR LF LOWR LF UPPR LF CENTER MEAN 2.50U0 2.6970 2.8485 2.9059 SUBSET 2 GROUP UPPR RT LOWR RT MEAN 3.5484 3.8438 SUBSET 3 GROUP LOWR RT CENR RT MEAN 3.8438 4.3548 Q
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NICOTINE MENTHOL HEXAGON RSH - TON PERFETTI TUE, SEP 9, 1980, 3:15 PM PAGE 59 ALL SMUKERS ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - _ _ VARIABLE TOBACCO < NO - EXTREME TOBACCO TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. .9277 * RANGE * SQRT(1/N(I) + 1/N(J)) HONOGENEUUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST ' SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GRUUP LOWR LF LOWR RT CENR RT CENTER CENR LF UPPR RT UPPR LF MEAN 3.4063 3.4516 3.4667 3.5529 3.6250 3.7500 4.0000 50891 8175 i - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP ALL SMOKERS 9, 1980. 3:14 PM PAGE 38 FILE NMPANEL (CREATION DAiE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8154 - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - _ - _ - - _ - _ - - - _ - _ _ - - - - _ - - _ _ VARIABLE SMOKET tt OF TEST CIGARETTES SMOKED ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 1569.6546 261.6091 .901 .4950 wITHIN GROUPS 225 65332.8633 290.3682 TOTAL 231 66902.5156 • STANDARD STANDARD GROUP COUNT MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR Rf 28 45.8929 13.7823 2.6046 15.0000 60.O000i 40.5487 TO 51.2371 LOwR RT 28 38.2143 16.8750 3.1891 9.0000 60.0000 31.6708 TO 44.7577 LOwR LF 28 39.25U0 18.7075 3.5354 6.0000 60.0000 31.9960 TO 46.5U40 CENR LF 22 40.2727 16.6338 3.5463 10.0000 60.0000 32.8977 TO 47.6477 UPPR LF 27 42.2593 16.7000 3.2139 10.0000 60.0000 35.6529 TO 48.8656 UPPR RT 25 42.0400 16.9004 3.3801 10.0000 60.0000 35.0639 TO 49.0161 CENTER 74 44.5946 17.8079 2.0701 3.0000 60.0000 40.4688 TO 48.7203 TOTAL 232 42.3793 17.0183 1.1173 3.0000 60.0000 40.1779 TO 44.5807 6
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE, SEP 9, 1980, 3:14 PM PAGE 52 ALL SMOKERS . FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON KSM PANEL DATA 50891 8168 - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E w A Y - - - - - - - - - - _ _ _ - _ _ _ _ _ _ _ _ _ _ _ _ VARIABLE MINTY < NO - EXTREME MINTY TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. eETWEEN GROUPS wITHIN GROUPS TOTAL 6 262 268 89.8786 o51.4509 741.3295 14.9798 2.4865 6.025 .0000 GROUP COUNT MEAN STANDARD DEV1ATi0N STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 31 4.3548 1.6441 .2953 1.0000 7.0000 3.7518 TO 4.9579 LOWR R7 32 3.8438 1.7800 .3147 1.0U00 7.0000 3.2020 TO 4.4855 LOWR LF 33 2.6970 1.5101 .2629 1.0000 6.0000 2.1615 TO 3.2324 CENR LF 24 2.5000 1.4446 .2949 1.0000 6.0000 1.8900 T0 3.1100 UPPR LF 33 2.8485 1.4816 .2579 1.0000 6.0000 2.3231 TO 3.3738 UPPR RI 31 3.5484 1.8044 .3241 1.0U00 7.0000 2.8865 TO 4 2103 CENTER 85 2.9U59 1.4770 .1602 1.0000 6.0000 . 2.5873 TO 3.2245 TOTAL 269 3.1896 1.6632 .1014 1.0000 7.0000 2.9899 TO 3.3892 . : =r.>.... ., . ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PEPFETTI TUE. SEP 9, 1980. 3:14 PM PAGE 54 ALL SMOKERS FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE HARSH < NOT - EXTREMELY HARSH TASTE > ANALiSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. 50891 8170 BETWEEN GROUPS WITHIN GROUPS TOTAL 6 261 267 5.0590 889.4881 894.5470 .8432 3.4080 .247 .9601 GROUP COUNT MEAN STANDARD DEVIATION STA4DARD E2KOR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR Rr 30 3.0333 1.7317 .3162 1.0000 7.0000 2.3867 TO 3.6800 LOWR RT 32 2.75J0 1.6064 .2840 1.0000 6.0000 2.1708 TO 3.3292 LOWR LF 32 3.U625 1.8997 .3358 1.0000 7.0000 2.3776 TO 3.7474 CENR LF 24 2.0583 2.0104 .4104 1.0000 7.0000 2.1094 TO 3.8072 UPPR Lr 33 2.7879 2.0730 .36U9 1.0000 7.0000 2.0528 TO 3.5229 UPPR RT 32 3.2188 2.0118 .3556 1.0000 7.0000 2.4934 TO 3.9441 CENTER 85 2.9412 1.7413 .1859 1.0000 7.0000 2.5656 TO 3.3168 TOTAL 268 2.9590 1.8304 .1118 1.0000 7.0U00 2.7388 TO 3.1791
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NICOTINE MENTHOL idENTHOL SMOKERS HEXAGON RSM - TOM PERFETTI ONLY TUE. SEP 9. 198U. 3:14 PM PAGE 35 FILE NMPANEL (CREATION DATE = 9/ 9/8U) HEXAGON RSM PANEL DATA 50891 8151 _ - _ _ _ - -_. - _ - _ - - - - - - - _ _ _ _ _ _ _ _ 0 N E W A Y - _ - _ - _ - _ - _ - _ _ _ _ - _ _ _ _ _ _ _ - _ _ VARIABLE SATISFY < NOT - EXTREMELY SATISYING > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RAT IO F PR08. BETWEEN GROUPS 6 34.3929 5.7322 1.74 2 .1130 wITHIN GROUPS 198 651.3816 3.2898 TOTAL 204 685.7745 ' STANDARD STANDARD GROUP COUNT MEAN DEVIATION ERKOR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 20 4.2U00 1.6416 .3671 1.0000 7.0000 3.4317 TO 4.9683 LOwR RT 28 4.5714 1.7936 .339U 1.0U00 7.0000 3.8760 TO 5.2669 LOwR LF 27 3.3333 1.9414 .3736 1.0000 7.0000 2.5653 TO 4.1013 CENR LF 22 4.2727 1.8043 .3847 1.0000 7.0000 3.4728 TO 5.0727 uPPR Lr 22 4.6364 2.0365 .4342 1.0000 7.0000 3.7334 TO 5.5393 UPPR RT 21 4.7619 1.5781 .3444 2.0000 7.0000 4.0436 TO 5.4803 CENTER 05 4.2462 1.8117 .L247 1.0000 7.0000 3.7972 TO 4.6951 TOTAL 205 4.2634 1.8335 .1281 1.0000 •7.0000 4.0109 TO 4.5159 .
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NICOTINE MENTHOL HEAAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:15 PM PAGE 63 ALL SMOKEkS ' FILE NMPANEL (CREATION DATE = y/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y _ - _ - - - - - - - - - - - - - _ - - - - _ - - - VARIABLE TONGUE < NO - EXTREME TONGUE BITE > MULTIPLE RANGE TEST DUNCAN PHOCEDURE kANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE (ABLE RANGES. THE VALUE ACTUALLY COMPARED WITH 1.1577 * RANGE * SQRT(1/N(I) + 1/N(J)) MEAN(J)-MEAN(I) IS.. HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SURSET 1 GROUP UPPR LF CENTER CENk RT CENR LF LOWR LF LOWR RT UPPR RT MEAN 2.21?1 2.3059 2.3667 2.4167 2.4545 2.5625 2.5625 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8179 f-
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r NICOTINE MENTHOL HEXAC,ON RSM - TOM PERFETTI TUE, SEP 9, 1980, 3:15 PM PAGE 62 ALL SMOKERS ' FILE NMPAMEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 0 N E W A Y - - - _ _ - - - _ - - _ _ _ _ - _ - - _ _ _ - - - VARIARLE TONGUE < NO - EXTREME TONGUE BITE > ANALYSIS OF VARIANCE 50891 8178 :• w SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS WITHIN GROUPS TOTAL 6 262 268 3.7210 7U2.2926 7U6.0135 .6202 2.6805 .231 .9662 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR Rf 30 2.3667 1.7117 .3125 1.0000 7.0000 1.7275 TO 3.0058 LOWR Ri 32 2.5625 1.6836 .2976 1.0000 7.0000 1.9555 TO 3.1695 LOWR LF 33 2.4545 1.7516 .3049 1.0000 6.0000 1.8334 TO 3.0756 CENR LF 24 2.4167 1.4421 .2944 1.0000 7.0000 1.8077 TO 3.0256 UPPR LF 33 2.2121 1.7986 .3131 1.0000 6.0000 1.5744 TO 2.8499 UPPR Rf 32 2.5625 1.6836 .2976 1.0000 6.0000 1.9555 TO 3.1695 CENiER 85 2.3059 1.5120 .1640 1.0000 7.0000 1.9797 TO 2.6320 TOTAL 269 2.3903 1.6231 .0990 1.0000 7.0000 2.1955 TO 2.5852
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:15 PM PAGE 56 ALL SMOKERS - FILE NMPANEL (CREATION DATE = 9/ 9/8U) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE MENTHOL < NO - EXTREME MENTHOL TASTE > ANALYSIS OF VARIANCE 50891 8172 SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS WITHIN GROUPS TOTAL 6 260 266 162.1623 462.o533 624.8156 27.0271 1.7794 15.189 .0000 GROUP COUNT AEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 30 5.7667 .9714 .1774 3.0000 7.0000 5.4039 T0 6.1294 LOWR RT 31 4.4839 1.3631 .2448 2.0000 7.0000 3.9839 TO 4.9839 LOWR LF 33 3.2121 1.6537 .2879 1.0000 7.0000 2.6257 TO 3.7985 CENR LF 24 3.3750 1.2790 .2611 1.0000 6.0000 2.8349 TO 3.9151 UPPR LF 32 3.1875 1.2556 .2220 1.0000 6.0000 2.7348 TO 3.6402 UPPR RT 32 4.4063 1.3164 .2327 2.0000 7.0000 3.9316 TO 4.8809 CENTER 85 3.7529 1.3443 .1458 1.0000 7.0000 3.4630 TO 4.0429 (OTAL 267 3.9738 1.5326 .0938 1 .0U0U 7.00U0 3.7891 TO 4.1585
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI iUE. SEP 9, 1980, 3:15 PM PAGE 64 ALL SMOKERS ' FILE NMPANEL (CkEATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE SMOOTH < NOT - EXTREMELY SMOOTH TASTE > ANALYSIS OF VARIANCE 50891 8180 SOURCE D.F. SUM OF SOUAkES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 17.5288 2.9215 1.042 .3983 WITHIN GROUPS 262 734.4484 2.8032 TOTAL 268 751.9772 GRUUN COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CEVR RT 3U 4.5667 1.4547 .2656 2.0000 7.0000 4.0235 TO 5.1U99 LOwR RT 32 4.8125 1.6547 .2925 1.0000 7.0000 4.2159 TO 5.4091 LOwR LF 33 4.1212 1.8834 .3279 1.ODU0 7.0000 3.4534 TO 4.7891 CENR LF [4 4.5833 1.7173 .3506 1.0000 7.0000 3.8582 TO 5.3085 UPPR LF 33 5.06U6 1.5996 .2785 2.0000 7.0000 4.4934 TO 5.6278 UPPR RT 32 4_5625 1.6252 .2873 1.UUOU 7.000U 3.9766 TO 5.1484 CENTER 85 4.4588 1.7012 .1845 1.0000 7.0U00 4.U919 TO 4.8258 TOTAL 269 4.5688 1.6751 .1021 1 .000U 7.0000 4.3677 TO 4.7699
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END OF PROGRAM :EUJ CPU SEC. = 85. ELAPSED MIN. = 3. TUEi SEP 9, 1980, 3:15 PM 50891 8189 (
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NICOTINE MENiHOL HEXAGON RSM - TOM PERFETTI TUEr SEP 9, 1980, 3:15 PM PAGE 72 ALL SMOKERS ' CPU TIU4E REQUIRED.. 30.97 SECONDS t' 53 FINISH 00051000 NORMAL END OF JOB. 53 CONTROL CARDS WERE PROCESSED. 0 ERRORS WERE DETECTED. 50891 8188 I
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NICOTINE MENTHOL HEXAGON RSni - TJN: PERFETTI TUEr SEP 9, 1980, 3:15 PM PAGE 65 ALL SMOKERS ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE SM001H < NOT - EXTREMELY SMOOTH TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.1839 * RANGE * SflRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUdSET 1 GROUP LOWR LF CENTER UPPR RT CENR. RT CENR LF LOWR RT MEAN 4.1212 4.4588 4.5625 4.5667 4.5833 4.8125 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SUBSET 2 GROUP CENTER UPPR PT CENR RT CENR LF LOWR RT UPPR LF MEAN 4.4588 4.5625 4.5667 4.5833 4.8125 5.0606 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8181
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI ALL SMOKERS ~ TUE. SEP 9, 1980, 3:15 PM PAGE 60 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 0 N E W A Y - - - - - - - - _ _ ~ _ ~ 508°1 BiTG VARIABLE BITTFR < NOT - EXTREMELY BITTER TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 13.9149 2.3191 .916 .4840 WITHIN GROUPS 261 660.9494 2.5324 TOTAL 267 674.8643 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 30 2.70U0 1.442U .2633 1.U0U0 6.0000 2.1616 TO 3.2384 LOwR RT 31 2.4194 1.4323 .2573 1.0U00 6.0000 1.894u TO 2.9447 LOwR LF 33 2.5455 1.5829 .2756 1.0000 6.0000 1.9842 TO 3.1067 CENR LF 24 3.0417 1.781U .3636 1.000U 7.0000 2.2896 TO 3.7937 UPPR LF 33 2.4545 1.9054 .3317 1.UU0U 7.0000 1.7789 TO 3.1302 UPPR RT 32 2.4668 1.5654 .2767 1.0000 6.0000 1.9043 TO 3.0332 CENTER 85 2.2471 1.5190 .1648 1.00U0 7.0000 1.9194 TO 2.5747 TOTAL 268 2.4776 1 .589R .0971 1.0000 7.0000 2.2864 TO 2.6688
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NICOTINE MENT4OL HEXAGON RSi4 - TOM PERFETTI TUE, SEP 9, 1980, 3:14 PM PAGE 45 ALL SMOKERS FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 0 N E w A Y - _ _ _ .. _ _ _ _ _ _ _ _ _ _ _ _ - _ _ _ - _ _ - _ VARIABLE STRENGTH < NOT - EXTREMELY STRONG > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.0360 * RANGE * SQRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUHSET 1 GROUP LOWR LF UPPR LF CENTER CENR LF LOWR RT MEAN 3.2727 3.2813 3.5059 3.6250 3.6875 _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ - _ _ _ _ _ _ SUBSET 2 GROUP CENTER CENR LF LOWR RT CENR RT MEAN 3.5059 3.6250 3.6875 3.9677 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SUBSET 3 GROUP CENR LF LOWR RT CENR RT UPPR RT MEAN 3.6250 3.6875 3.9677 4.0938 _ - _ _ _ _ _ _ _ _ _ _ _ _ _ _ - _ _ _ _ _ _ _ _ _ _ _ _ _ _ 50891 8161 • €.
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETT.1 TUE. SEP 9, 1980, 3:14 PM PAGE 46 ALL SMOKERS FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8162 VARIABLE DRAW < EASY TO - EXTREMELY HARD TO DkAW > SOURCE D.F. ANALYSIS OF SUM OF SQUARES VARIANCE MEAN SQUARES F RAT IO F PROB. BETWEEN GROUPS WITHIN GROUPS TOTAL 6 262 268 9.0575 568.4729 577.5304 1.5096 2.1697 .69 6 .6533 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR Rt' 31 2.8065 1.6817 .3020 1.0000 7.0000 2.1896 TO 3.4233 LOWR RT 32 2.2500 1.2952 .2290 1.0000 6.0000 1.783U TO 2.7170 LOwR LF 33 2.8485 1.6417 .2858 1.0000 7.0000 2.2664 TO 3.4306 CENR LF 24 2.7083 1.5737 .3212 1.0000 7.0000 2.0438 TO 3.3728 UPPR Lt 32 2.4688 1.5447 .2731 1.0000 7.0000 1.9118 TO 3.0257 UPPk Ri 32 2.6563 1.3346 .2359 1.0000 6.0000 2.1751 TO 3.1374 CENTER 85 2.4941 1.3769 .1493 1.0000 6.0000 2.1971 TO 2.7911 TOTAL 269 2.5799 1.4680 .0895 1.0000 7.0000 2.4037 TO 2.7561 .
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NICOTINE MENTHOL HEXAGON RSM - TOM PF.RFETTI TUE, SEP 9, 1980, 3:15 PM PAGE 69 ALL SMOKERS ' FILE NMPANEL (CREAiION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - _ - - - - - - - VARIABLE LIGHT < NOT - EXTREMELY LIGHT TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGtS FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TARLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.1711 * RANGF * SORT(1/N(I) + 1/N(J)) HOMOGENEOUS SUdSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUtlSET 1 GROUP CENR kI UPPR RT I1PPR LF LOWR RT LOWR LF CENR LF CENTER MEAN 3.8387 3.8750 4.0303 4.1250 4.1515 4.2917 4.3059 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50851 8185 t L
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI 1UE. SEP 9, 1980. 3:14 PM PAGE 49 ALL SMOKERS ~ FILE NMPANEL (CREATION DATE S 9/ 9/80) HEXAGON RSM PANEL DATA _ - - - _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 0 N E W A Y - _ - _ _ - _ _ _ _ _ _ _ - - _ - _ _ _ - - - _ _ - VARIABLE ARTIFICL < NOT - EXTREMELY ARTIFICIAL > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.0666 * RANGE * SWRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP UPPR LF LOwR RT CENTER CENR LF UPPR RT LOWR LF CENR RT MEAN 2.9677 3.2188 3.2235 3.3333 3.4375 3.4848 3.6333 50891 8165 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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N[COIINF MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980. 3:15 PM PAGE 68 ALL SMVKERS ' FILE NMPANEL (CREATION DATE =' 0/ 9/RO) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - _ _ - _ - _ - - _ - _ -. - 50891 8184 VARIABLE LIGHT < NOT - EXTREMELY LIGHT TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS WITHIW',;GROUPS TOTAL 6 263 269 8.3080 721.4095 729.7174 1.3847 2.7430 .505 .8045 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF iNT FOR MEAN CENR Rf 31 3.8387 1.5726 .2324 1.0000 7.0000 3.2619 TO 4.4155 LOwR RT 32 4.1250 1.4756 .2609 1.0000 7.0000 3.5930. TO 4.6570 LOwR LF 33 4.1515 1.9704 .3430 1.0000 7.0000 3.4528 TO 4.8502 CENR LF 24 4.2917 1.6806 .3430 1.0000 7.0000 3.5820 TO 5.0013 UPPR LF 33 4.0303 1.6295 .2837 1.0000 7.0000 3.4525 TO 4.6081 UPPR Rt S2 3.8750 1.5606 .2759 1.0000 7.0000 3.3123 TO 4.4377 CENTER 65 4.3059 1.6549 .1795 1.0000 7.0000 3.9489 TO 4.6628 TOTAL 270 4.1259 1.6470 .1002 1.0000 7.0000 3.9286 TO 4.3233
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NICOTINF MENTHOL HEXAGON RSM - TOM PERFETTI FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA TUE. SEP 9, 1980, 2:18 PM PAGE 6 50891 8197 AGE MEAN 1.615 MINIMUM 1.000 MAXIMUM 2.000 VALID CASES 270 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DESNIC NICOTINE RSM DESIGN UNIT MEAN .000 MINIMUM -.866 MAXIMUM .866 VALID CASES 270 MISSING CASES U DESMEN MEAN MENTNOL .022 RSM DESIGN UNIT MINIMUM -1.0U0 MAXIMUM 1.000 VALIO CASES 270 MISSING CASES 0 - - - - - - - - - - - - - ., - - - - - - - - - - - - - - - - - - - - -
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFEITI TUE. SEP 9, 1980, 3:14 PM PAGE 50 ALL SMOKERS FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8166 - - _ - _ - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE HOT < NOT - EXTREMELY HOT TASTE > ~. ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. BETWEEN GROUPS 6 13.6628 2.2771 .866 .5207 WITHIN G ROUPS 261 686.5858 2.6306 TOTAL 267 700.2485 GROUP COUN T MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR Ri 30 3.0667 1.6802 .3068 1.U000 6.0000 2.4393 TO 3.6941 LOwR Rf 32 2.o563 1.4053 .2484 1.0000 6.0000 2.1496 TO 3.1629 LOWN LF 33 2.9697 1.8453 .3212 1.0000 6.0000 2.3154 TO 3.b240 CENR LF 24 3.1250 1.8954 .3d69 1.0000 7.0000 2.3247 TO 3.9253 UPPR LF 32 2.4063 1.4997 .2651 1.0000 6.0000 1.8656 TO 2.9469 UPPR RT 32 2.7500 1.5027 .265b 1.0000 6.0000 2.2082 TO 3.2918 CENTER 85 2.6118 1.5894 .1724 1.0000 6.0000 2.2689 TO 2.9546 TOTAL 268 2.7500 1.6195 .0989 1.0G00 7.0000 2.5552 TO 2.9448 C .
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUEi SEP 9, 1980, 3:15 PM PAbE 55 ALL SMOKERS - FILE NMPANEL (CREATIOV DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - _ - - - - _ - - - - - - - - - - _ - - - - VARIABLE HARSH < NOT - EXTREMELY HARSH TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY 1.3054 * RANGE * SQRT(1/N(I) + 1/N(J)) COMPARED WITH MEAN(J)-MEAN(I) IS.. HOMOUENEOUS SUBSETS (SUBSEiS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 50891 8171 GROUP LOwR RT UPPR LF CENTER CtNR LF CENR RT LOWR LF UPPR RT MEAN 2.7500 2.7879 2,9412 2.9583 3.0333 3.U'625 3.2188
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r NICOTINE MFNT4UL HEXAGON RSM - TOM PERFETTI TUE, SEP 9, 1980, 3:15 PM PAGE 66 ALL SMOKERS ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA VARIABLE RICH < NOT - EXTREMELY RICH FLAVOR > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PROB. 50891 $182 BETWEEN GROUPS aIITHIN GROUPS TOTAL 6 262 268 26.7883 620.2439 647.0321 4.4647 2.3673 1.886 .0855 GROUP COUNT MEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 30 4.2000 1.1265 .2057 2.0000 7.0000 3.7794 TO 4.6206 LOwR RT 32 4.3438 1.5577 .2754 1.0000 7.0000 3.7821 TO 4.9054 LOwR LF 33 3.21t1 1.8159 .3161 1.0000 6.0000 2.5682 TO 3.8560 CENR LF 24 3.6667 1.4646 .2990 1.0000 6.0000 3.0482 TO 4.2851 UPPR Lt 33 3.8788 1.7457 .3039 1.0000 7.0000 3.2596 TO 4.4978 UPPR Ri 32 4.U313 1.2568 .2222 1.U000 6.0000 3.5781 TO 4.4844 CENTER 85 3.9647 1.5694 .1702 1.0000 7.0000 3.6262 TO 4.3032 TOTAL 269 3.9145 1.5538 .0947 1.0000 7.0000 3.7280 TO 4.1010
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 3:15 PM PAGE 71 ALL SMUKERS ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - _ - - _ - - _ _ - - _ - _ _ - - - _ _ - - - _ _ 0 N E W A Y _ - _ - _ _ _ - _ - _ - _ - - - _ - - _ - - - _ - - VARIABLE SATISFY < NOT - EXTREMELY SATISYING > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY 1.2491 * RANGE * SQRT(1/N(I) + 1/N(J)) COMPARED WITH MEAN(J)-MEAN(I) IS.. HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS. NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP LOWR LF CENR RT CENTER CENR LF MEAN 3.6364 4.0968 4.1647 4.2917 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SUBSET 2 GROUP CENR RT CENTER CENH LF LOWR RT UPPR RT UPPR LF MEAN 4.0968 4.1647 4.2917 4.5000 4.5938 4.6875 50891 8187 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9. 1980, 2:18 PM PAGE 7 TRANSPACE REQUIRED.. 1400 BYTES 14 TRANSFORMPTIONS U RECODE VALUES + LAG VARIABLES 7U IF/COMPUTE OPERATTONS CPU TIME REQUIRED.. 20.49 SECONDS 42 SORT CASES INCELL (A) 00053000 50891 8198 - L
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NICOTINE MENTHOL HEXArOV RSM - TOM PERFETTI TUE, SEP 9, 1980, 3:15 PM PAGE 70 ALL SMOKERS - FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE SATISFY < NOT - EXTREMELY SATISYING > 50891 8186 ANALYSIS OF VARIANCE ~ SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RATIO F PR08. BETWEEN GROUPS 6 25.7092 4.2849 1.373 .2257 WITHIN GROUPS 262 817.5905 3.1206 TOTAL 268 843.2997 GROUP COUNT AEAN STANDARD DEVIATION STANDARD ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RI 31 4.0968 1.5991 .2872 1.0000 7.0000 3.5102 TO 4.6833 LOWR RT 32 4.5000 1.7039 .3012 1.0000 7.0000 3.8857 TO 5.1143 LOwR LF 33 3.6364 1.9336 .3366 1.0000 7.0000 2.9508 TO 4.3220 CENH LF 24 4.2917 1.7315 .3534 1.0000 7.0000 3.5605 TO 5.0228 UPNR LF 32 4.6875 1.9250 .3403 1.U000 7.0000 3.9935 TO 5.3815 UPPR RI 32 4.5938 1.5421 .2726 1.0000 7.0000 4.0378 TO 5.1497 CENTER 85 4.1647 1.8U51 .1958 1.0000 7.0000 3.7754 TO 4.5540 TOlAL 269 4.2565 1.7739 .1082 1.0000 7.0000 4.0436 TO 4.4694 C ,
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETT.I TUE. SEP 9, 1980. 3:14 PM PAGE 48 (' ALL SMOKERS ' FILE ' NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8164 ~_ - - - - ~ - _ - - - - - - - - - - - - - - - - .• - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - ~~ f, VARIABLE ARTIFICL < NOT - EXTREMELY ARTIFICIAL > f- ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SQUARES F RAT IO F PR08. BETWEEN GROUPS 6 9.2095 1.5349 .67 5 .6703 WITHIN GROUPS 260 591.6057 2.2754 TOTAL 266 600.8152 ~. + STANDARD STANDARD GROUP COUNT MEAN DEVIATION ERROR MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN ~ CENR RT 30 3.6333 1.3257 .2420 1.0000 6.0000 3.1383 TO 4.1284 LOwP RT 32 3.2188 1.6409 .2901 1.0000 7.0000 2.6271 TO 3.8104 LOWR LF 33 3.4848 1.4816 .2579 1.0000 6.0000 2.9595 TO 4.0102 CENR LF 24 3.3333 1.4346 .2928 1.0000 7.0000 2.7276 TO 3.9391 UPPR LF 31 2.9677 1.7413 .3128 1.0000 6.0000 2.3290 TO 3.6065 UPPR RT 32 3.4375 1.4577 .2577 1.0000 7.0000 2.9119 TO 3.9631 CENTER 85 3.2235 1.4750 .1600 1.0000 7.0000 2.9054 TO 3.5417 TOTAL 267 3.3071 1.5029 .0920 1.0000 7.0000 3.1260 TO 3.4882 ! ~
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31 OPTIONS 7 - 0U030100 32 STATISTICS 1.10.11 00031000 GIVEN WORKSPACE ALLOWS FOR 2250 TOTAL VALUES AND 225 LABELED VALUES PER VARIABLE FOR 'FREQUENCIES' 50891 8206 33 READ INPUT DATA 00032000
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 198U. 3:15 PM PAGE 58 ALL SMOKERS ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA ------_----- -- - - - -- - - - - - - - 0 N E r! A Y _- _ - - - - - - - - - - - - ---..------. 50891 8174 VARIABLE TOBACCO < NO - EXTREME TOBACCO TASTE > ANALYSIS OF VARIANCE SOURCE D.F. SUM OF SQUARES MEAN SaUARES F RATIO F PROB. BETWEEN GROUPS WITHIN GROUPS TOTAL 6 260 266 8.6202 447.4986 456.1188 1.4367 1.7211 .83 5 .5440 GROUP COUNT MEAN STANDARD DEVIATION STANOARD ERRUk MINIMUM MAXIMUM 95 PCT CONF INT FOR MEAN CENR RT 30 3.4667 1.1958 .2183 1.0000 5.UU00 3.U2U2 TO 3.9132 LOwR RT 31 3.4516 1.0276 .184.6 1.0000 5.0000 3.0747 TO 3.8285 LOWN LF 32 3.4063 1.4560 .2574 1.0000 7.0000 2.8813 TO 3.9312 CENR LF 24 3.6250 1.2446 .2540 1.0000 6.0000 3.0995 TO 4.1505 UPPR LF 33 4.0000 1.5411 .2683 1.0000 7.0000 3.4535 TO 4.5465 UPPR RI 32 3.7500 1.2181 .2153 1.0000 7.0000 3108 TO 3 4 1892 CENTER 85 3.5529 1.3408 .1454 1.0000 6.0000 . 3.2637 TO . 3.8421 TOtAL 267 3.5993 1.3U95 .0801 1.0000 7.0000 3.4415 TO 3.7570 f
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PAGE TUE. SEP 9, 1980. 2:18 PM NICOTInE MENTHOL HEXAGON RSM - TOM PERFETTI 00 REPEAT REQUIRED 368 BYTES OF WORKSPACE. 50891 8192 16 VAR L ABELS INCELL RSN POINT IDENTIFYER/ 00020000 17 SMOKET ri OF TEST CIGARETTES SMOKED/ 00022000 18 THERM THERMOMETER RATING OF TEST PRODUCT/ 00023000 19 THERMMEN MENTHOL THERMOMETER RATING/ 00024000 20 STRENGTH < NOT - EXTREMELY STRONG >/ 00025000 21 DRAW < EASY TO - EXTREMELY HARD TO DRAW >/ 00026000 22 ARTIFICL < NOT - EXTREMELY ARTIFICIAL >/ 00027000 23 HOT < NOT - EXTREMELY HOT TASTE >/ 00028000 24 MINTY < NO - EXTREME MINTY TASTE >l 00029000 25 HARSH < NOT - EXTREMELY HARSH TASTE >/ 00030000 26 MENTHOL < NO - EXTREME MENTHOL TASTE >/ 00031000 27 TOBACCO < NO - EXTREME TOBACCO TASTE >/ 00032000 28 HITTER < NOT - EXTREMELY BITTER TASTE >/ 00033000 29 TONGUE < NO - EXTREME TONGUE BITE >/ 00034000 30 SMOOTH < NOT - EXTREMELY SMOOTH TASTE >/ 00035000 31 RICH < NOT - EXTREMELY RICH FLAVOR >/ 00036000 32 LIGHT < NOT - EXTREMELY LIGHT TASTE >/ 00037000 33 . SATISFY < NOT - EXTREMELY SATISYING >/ 00038000 34 DESNIC NICOTINE RSM DESIGN UNIT/ 00043000 35 DESMEN MENTHOL RSM DESIGN UNIT/ 00044000 36 MISSI NG VALUES INCELL TO AGE (-1) 00048000 37 PRINT FORMATS DESNIC.DESMEN (3) 00049000 38 FkECU ENCIES GENERAL=ALL 00050000
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CPU TIME REDUIRED.. 5.78 SECONDS 43 AGGREGATE GkOUPWARS=IWCELL/ 00054000 r 50891 8199 [
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39 OPTIONS 7 ' 00050050 40 STATISTICS 10,10,11 00050100 GIVEN WORKSPACE ALLOWS FOR 225U TOTAL VALUES AND 225 LABELED VALUES-PER VARIABLE FOR 'FREQUENCIES' 41 READ INPUT DATA 00051000 50891 8193 L * c:
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUEr SEP 9, 1980, 2:18 PM PAGE 3 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA INCELL RSM POINT IDENTIFYER MEAN 4.600 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 270 MISSING CASES 0 SMOKET # OF TEST CIGARETTES SMOKED MEAN 42.379 MINIMUM 3.000 MAXIMUM 60.000 VALIu CASES 232 MISSING CASES 38 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - THERM THFRMOMETER PATING OF TEST PRODUCT MEAN 65.233 MINIMUM .0U0 MAXIMUM 95.000 VALID CASES 258 MISSING CASES 12 - - - - - - - - - - - - - j - - - - - - - - - - - - - - - - - - _ - _ THERMMEN MENTHOL THERMOMETER RATING MEAN 63.054 MINIMUM .000 MAXIMUM 100.U00 VALID CASES 257 MISSING CASES 13 - - - - - - - - - - - - - - - - - - - - - - - STRENGTH < NUT - EXTREMELY STRONG > MEAN 3.606 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 269 MISSING CASES 1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DRAW < EASY TO - EXTREMELY HARD TO DRAW > MEAN 2.58U MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 269 MISSING CASES 1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - _ - ARTIFICL < NOT - EXTREMELY ARTIFICIAL > MEAN 3.307 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 267 MISSING CASES 3 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8194
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NICOTtNE MENTHOL HEXAGON RSM - TOM PERFETTI TUE, SEP 9, 1980, 3:15 PM PAGE 61 ALL StiOKERS ~ FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON PSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE BITTER < NOT - EXTREMELY BITTER TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.1252 * RANGE * SQRT(1/N(I) + 1/N(J)) HOMObENEOUS SUBSETS (SUBSETS OF GROUPS, NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SNORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP CENTER LOWR RT UPPR LF UPPR RT LOWR LF CENR RT MEAN 2.2471 2.4194 2.4545 2.4688 2.5455 2.7000 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SUBSET 2 GROUP LOWR RT UPPR LF UPPk RT LOWR LF CENR RT CENR LF MEAN 2.4194 2.4545 2.46b8 2.5455 2.1000 3.0417 50891 8177 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE, SEP 9, 1980, 2:21 PM PAGE 6 CPU TIME REQUIRED.. 5.44 SECONDS 34 SAVE FILE NMMEAN 00033000 FILE NMMEAN HAS BEEN SAVED WITH 23 VARIABLES.. SEQNUM SUBFILE CASWGT CELL SrAOKET THERM THERMMEN STRENGTH DRAW AR.TIFICL HOT MINTY HARS4 MENTHOL TOBACCO BITTER TONGUE SMOOTH RICH LIGHT SATISFY DESNIC DESMEN THE SUBFILES ARE.. NO OF NAME CASES NMMEAN 7 35 FINISH 00034000 CPU TIME REQUIRED.. 1.90 SECONDS 50891 8210 NORMAL END OF JOB. 35 CONTROL CARDS WERE PROCESSED. 0 ERRORS WERE DETECTED.
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cND OF PROGRA;M _ :SPSS NMCORR STD 00008000 50891 8211
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44 VARIABLES=SMOKET TO SATISFY.SMOKEU.DESNIC.DESMEN/ 45 AGGSTATS=MEAN/ 46 RMISS=-1/ _ 47 OPTIONS 3 48 STATISTICS 1 ***** AGGREGATE PR08LEM REQUIRES 1952 BYTES WORKSPACE ***** 00055000 00056000 000570U0 00058000 00059000 50891 8200 r
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 2:21 PM PAGE 4 FILE NMMEANS (CREATION DATE = 9/ 9/80) MEAN HEXAGON RSM CHEMICAL & PANEL DATA HOT <-N0T - EXTREMELY HOT TASTE > MEAN 2.798 MINIMUM 2.406 MAXIMUM 3.125 VALID CASES 7 MISSING CASES U - - - - - - - - - - - - - - - - - - - - - - - MINTY < NO - EXTREME MINTY TASTE > MEAN 3.243 MINIMUM 2.500 MAXIMUM 4.355 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - HARSH < NOT - EXTREMELY HARSH TASTE > MEAN 2.965 MINIMUM 2.750 MAXIMUM 3.219 VALID CASES ? MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - MENTHOL < NO - EXTREME MENTHOL TASTE > MEAN 4.026 MINIMUM 3.188 MAXIMUM 5.767 VALID CASES 7 MISSING CASES 0' TOBACCO < NO - EXTRFME TOBACCO TASTE > MEAN 3.6U7 MINIMUM 3.4U6 MAXIMUM 4.UU0 VALIU CASES 7 MISSING CASES 0 BITTER < NOT - EXTREMELY BITTER TASTE > MEAN 2.554 MINIMUM 2.247 MAXIMUM 3.042 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TONGUE < NO - EXTREME TONGUE BITE > MEAN 2.412 MINIMUM 2.212 MAXIMUM 2.563 VALID CASES 7 MISSING CASES 0 50891 8208 .
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:JOB U-a.THOMAS.COh~PSYS.STEICHEN PRIORIIY = OSf INPRI = 8; TIME = UNLIMITE17 SECONDS JOB NUMHER = #J59 TUE. SEP 9, 1980, 2:15 PM HP30U0 / MPE III B.S1.80 C04,6~5-cJa--7a:L/ ,e+++,r+*+***#*~****++++++*++*++*+**++**++++*+++*++*+~++++x+*+,r+*+**~*,r+ WELCOME TO DEVELOPMENT'S HP-3U00 SERIES III COMPUTER SYSTEM *#*~*+++++*+***++***+*++*++~++++*+*+**+++**++~**.+++++++**+*+++******* OF 7D QcJEST%D~SU~/ 3,~ZLGO T /YI~~GTi~f~ G SlVj/1t.6 /52d /C /A/7-ZO FILE LP;DEV=LP :PURGE NMMEANS 00002000 A FILE NMMEANS.STEICHEN.COMPSYS NOT FOUNDP NO PURGE DONE. (CIWARN 383) :FILE FTN09=NMMEANS.NEWIREC=-8U.iF.BINARY7DISC=1U07SAVE 00003000 :SPSS NMSAVE STD 00004000 (T~ i~1 /.SS/iy6 ) t r t .C L
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END OF PROGRAM ~ :PURGE NMMEAN 00005000 :RESET FTNU9 ~ 00006000 FILE CUMMAN.D-NOT FOUND. (CIWARN 362) ' :SPSS NMSAVE1 STD 00007000 C 50891 8203
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NICOTINE-MENTHOL RSM CORRELmTIONS TUE. SEP 9. 1980. 2:23 PM PAGE 13 CPU TIME REQUIRED.. 10.10 SECONDS 37 REGRESSION VARIABLES=SMOKET TO SATISFY,DESNIC,DESMEN, 00U35000 50891 8225 r L.
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE, SEP 9, 1980, 3:15 PM PAGE 67 ALL SMUKERS FILE NMPANEL (CkEATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - _ - - - - u - - - - - - - - - " - - - - _ - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - " _ - - - - - - 50gg1 g183 VARIABLE RICH < NOT - EXTREMELY RICH FLAVOR > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.47 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TABLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. 1.0880 * RANGE * SaRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPS. NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICANT RANGE FOR A SUBSET OF THAT SIZE) SUbSET 1 GROUP LOWR LF CENR LF MEAN 3.2121 3.6667 - - - - - - - - - - - - - - - - - SUBSET 2 t Gfl01)P CENR LF UPPR LF CENTER UPPR• RT CENR RT LOWR RT MEAN 3.6667 3.8788 3.9647 4.0313 4.2000 4.3438 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTINE MENTHOL HEXAGON PSM - TOM PERFEiTI TOE, SEP 9, 1980, 33:15 PM PAGE 57 ALL SMJKERS ' FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - - - - - - - - - 0 N E W A Y - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLE MENTHOL < NO - EXTREME MENTHOL TASTE > MULTIPLE RANGE TEST DUNCAN PROCEDURE RANGES FOR THE .100 LEVEL - 2.34 2.41 2.57 2.62 2.67 2.71 THE RANGES ABOVE ARE TAPLE RANGES. THE VALUE ACTUALLY COMPARED WITH MEAN(J)-MEAN(I) IS.. .9432 * RANGE * SQRT(1/N(I) + 1/N(J)) HOMOGENEOUS SUBSETS (SUBSETS OF GROUPSr NO PAIR OF WHICH HAVE MEANS THAT DIFFER BY MORE THAN THE SHORTEST SIGNIFICArlT RANGE FOR A SUBSET OF THAT SIZE) SUBSET 1 GROUP UPPR LF LOWR LF CENR LF MEAN 3.1875 3.2121 3.375U - - - - - - - - - - - - - - - - - - - - - - - - SUBSET 2 GROUP CENR LF CENTER MEAN 3.3750 3.7529 - - - - - - - - - - - - - - - - - SUBSET 3 GROUP UPPR Ri LOWR RT MEAN 4.4063 4.4839 - - - - - - - - - - - - - - - - - SUBSET 4 508?1 8173 GROUP CENR RT MEAN 5.7667
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUEr SEP 9, 1980, 2:19 PM PAGE 8 FILE NMPANEL (CREATION DATE = 9/1 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - --------'---------- A G 6 R E G A T.E -.. -- - - - - - - - - - - - - - - 50891 8201 - GROUP VARIABLES.. INCELL RSM POINT IDENTIFYER 6ROUP-ID 1 TOTAL N 31 GROUP-VALUES 1. GROUP-ID 2 TOTAL N 32 GROUP-VALUES 2. GROUP-ID 3 TOTAL N 33 GROUP-VALUES 3. GROUP-ID 4 TOTAL N 24 GROUP-VALUES 4. GROUP-ID 5 TOTAL N 33 GROiUP-VALUES 5. GROUP-ID 6 TOTAL N 32 GROIUP-VALUES 6. GROUP-ID 7 TOTAL N ,85 GROIUP-VALUES 7. • G
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r NICOTIwE-MENTHOL RSM CORtELATIONS TUEr SEP 9, 1980, 2:24 PM PAGE 18 FILE NMMEAN (CREATION DATE = 9/ 9/80) RDWP NDNT NICCONSM NICTRANS TNRATIO 1.000U0 NtCCONSM NICTRANS TNRATIO .83365 .90159 853 1.00000 .80636 -. 6651 .0159 .80636 1.00000 -.83845 . 534 -.96651 -.83845 1.00000 50891 8231
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NICOTINE-MENTHOL RSM CORRELATIONS TUEr SEP 9, 1980, 2:Z2 PM PAGE 6 FILE NMMEAN (CREATION DATE = 9/ 9/80). CPU TIME REQUIRED.. 3.27 SECONDS 33 FREQUENCIES GENERAL=ALL 00033000 50891 8211 .
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r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUEP SEP 9, 198U. 2:21 PM PAGE 2 18 MINTY < NO - EXTREME MINTY TASTE >/ 00018000 19 HARSH < NOT - EXTREMELY HARSH TASTE >/ 00019000 50891 8205 20 MENTHOL < NO - EXTREME MENTHOL TASTE >l 00020000 21 TOBACCO < NO - EXTREME TOBACCO TASTE->/ 00021000 22 BITTER < NOT - EXTREMELY BITTER TASTE >/ 00022000 23 TONGUE < NO - EXTREME TONGUE BITE >/ 00023000 24 SMOOTH < NOT - EXTREMELY SMOOTH TASTE >/ 00024000 25 RICH < NOT - EXTREMELY RICH FLAVOR >/ 00025000 26 LIGHT < NOT - EXTREMELY LIGHT TASTE >/ 00026000 27 SATISFY < NOT - EXTREMELY SATISYING >/ 00027000 28 DESNIC NICOTINE RSM DESIGN UNIT/ 00028000 29 DESMEN MENTHOL RSM DESIGN UNIT/ 00029000 30 FREQUENCIES GENERAL=ALL 0U030000 ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 2:18 PM PAGE 4 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 891 8195 50 HOT < NOT - EXTREMELY HOT TASTE > MEAN 2.750 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 268 MISSING CASES 2 MINTY < NO - EXTREME MINTY TASTE > MEAN 3.19U MINIMUM 1.000 MAXIMUM 7.000 VALIU CASES 269 MISSING CASES 1 HARSH MEAN < NOT - 959 2 EXTREMELY HARSH TASTE > N M MUM 1 000 MAX M . I I . I UM 7.000 VALID CASES 268 idISSItaG CASES 2 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - MENTHOL < NO - EXTREME MENTHOL TASTE > MEAN 3.974 MINIMUM 1.000 MAXIMUM 7.000 VALIU CASES 267 MISSING CASES 3 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TOBACCO < NO - EXTREME TOBACCO TASTE > MEAN 3.599 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 267 MISSING CASES 3 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - BITTER < NOT - EXTREMELY RITTER TASTE > MEAN 2.478 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 268 MISSING CASES 2 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TONGUE MEAN < NO - EXTREME 2.390 TONGUE BITE > MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 269 MISSING CASES 1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - t
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NICOTINE-MENTHOL RSM CORRELATIONS . TUE. SEP 9, 1980, 2:24 PM PAGE 20 50891 8233 FILE NMMEAN (CHEATION DATE = 9/ 9/80) * * * * * * * r * * + * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 - - REGRESSION LIST I DEPENDENT VARIABLE.. SMOKET 1t OF TEST CIGARETTES SMOKED SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA NICTRANS NICOTINE TRANSFERED .76421 .58402 .58402 .76421 9.841023 .76421 (CONSTANT) -22.83831 . t
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NICOTINE-MENTHOL RSM CORRELATIONS 00CUMENTATION FOR THE 44 VARIABLES IN THE FILE 'NMMEAN t REL VARIABLF- VARIABLE LABEL MISSING PRT POS NAME VALUES FNT TUE. SEP 9, 1980, 2:22 PM PAGE 4 50891 8215 (r' 19 RICH < NOT - EXTREMELY RICH FLAVOR > NONE 3 2U LIGHT < NOT - EXTREMELY LIGHT TASTE > NONE 3 21 SATISFY < NOT - EXTREMELY SATISYING > NONE 3 22 DESNIC NICOTINE RSM DESIGN UNIT NONE 3 23 DESMEN MENTHOL RSM DESIGN UNIT NONE 3 24 TOBNIC TOBACCO NICOTINE X NONE 3 25 TSUGARS TOTAL SUGARS NONE 3 26 RSUGARS REDUCING SUGARS NONE 3 27 TORPH TOBACCO PH • NONE 3 28 TURMEN TOBACCO MENTHOL X NONE 3 29 MOIST CIGARETTE MOISTURE X NONE 3 30 PUFFCT PUFF COUNT NONE 3 31 TPMCIG TPM MG PER CIG NONE 3 ~ 32 TPmPUFF TPM MG PER PUFF NONE 3 33 NICCIG NICOTINE MG PER CIG NONE 3 34 NICPUFF NICOTINE MG PER PUFF NONE 3 35 TPMH2O TPM H20 MG NONE 3 36 TARCIG TAR MG PER CIG NONE 3 37 TARPUFF TAR MG PER PUFF NONE 3 38 MENCIG MENTHOL MG PER CIG NONE e 3 39 MENPUFF MENTHOL U6 PER PUFF NONE 3 {
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NICOTINE MENTHOL HEXAGON RSN - TUM PERFETTI TUE. SEP 9, 1980, 2:18 PM PAGE 5 FILE NMPANE! (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8196 SMOOTH < NOT - EXTREMELY SMOOTH TASTE > MEAN 4.569 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 269 MISSING CASES 1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - RICH < NOT - EXTREMELY RICH FLAVOR > MEAN 3.914 MINIMUM 1.0U0 MAXIMUM 7.000 VALID CASES 269 MISSING CASES 1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - LIGHT < NOf - EXTREMELY LIGHT TASTE > MEAN 4.126 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 270 MISSING CASES 0 SAIISFY < NOT - tXTREMELY SATISYING > MEAN 4.257 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 269 MISSING CASES 1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - UBkAND MEAN 8205.99U MINIMUM 696.000 MAXIMUM 8864.000 VALID CASES 218 MISSING CASES 52 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SMUKEU MEAN 1.910 MINIMUM 1.000 MAXIMUM 3.000 VALID CASES 268 MISSING CASES 2 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SEX MEAN 1.448 MINIMUM 1.000 MAXIMUM 2.000 VALID CASES 270 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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r NICOTINE-MENTHOL RSM CORRELATIONS TUEr SEP 9, 1980r 2:23 PM PAGE 10 FILE NMMEAN (CREATION DATE = o/ 9/8U) 50891 g222 TSUGARS TOTAL SUGARS MEAN 11.757 MINIMUM 9.100 MAXIMUM 15.400 VALID CASES 7 MISSING C ASES 0 RSUGARS REDUCING SUGARS MEAN 1U.471 MINIMUM 8.300 MAXIMUM 13.600 VALID CASES 7 MISSING C ASES 0 - - - - - - - - - - - - - - - - - - - - - - TOBPH TOBACCO PH MEAN 5.313 MINIMUM 5.190 MAXIMUM 5.370 VALID CASES 7 MISSING C ASES 0 - - - _ - - - - - - - - .. a - - - - - - - - - - - - - - - - - - - _ - TOBMEN TOGACCO MENTHOL X MEAN .401 MINIMUM .110 MAXIMUM .750 VALID CASES 7 MISSING C ASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - t MOIST CIGARETTE MOISTURE X MEAN 12.614 MINIMUM 12.380 MAXIMUM 12.960 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -. - - - - PUFFCT MEAN VALID CASES PUFF COUNT 8.200 7 MINIMUM MISSING CASES 7.5UU 0 MAXIMUM 8.900 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TPMCIG MEAN TPM MG PER CIG 12.929 MINIMUM 11.100 MAXIMUM 15.300 VALID CASES 7 MISSING CASES 0
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NICOTINE-MENT'HOL RSM CORRELATIONS TUE, SEP 9, 1980, 2:22 PM PAGE 5 DOCUMENTATION FOR THE 44 VARIABLES IN THE FILE 'NMMEAN ' kEL VARIABLE. VARIABLE LABEL MISSING PRT POS NAME VALUES FMT 40 SMKPH SMOKE PH NONE 3 41 RDWT ROD WEIGHT MG NONE 3 42 NICCONSM NICOTINE CONSUMMED NONE 3 43 NICTRANS NICOTINE TRANSFERED NONE 3 44 TNRATIO TN RATIO NONE 3 50891 8216
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NICOTINE-MENTHOL RSM CORRELATIONS TUEr SEP 9, 1980, 2:23 PM PAGE 7 FILE NMMEAN (CREATION DATE = 9/ 9/80) CELL R-" POINT IDENTIFYER MEAN 4.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - SMOKET # OF TEST CIGARETTES SMOKED MEAN 41.789 MINIMUM 38.214 MAXIMUM 45.893 VALID CASES 7 MISSING CASES 0 - _ - - - _ - _ - - - _ - - - _ - _ - - _ - - _ _ - _ _ - - _ _ - _ - THERM THERMOMETER RATING OF TEST PRODUCT MEAN 65.022 MINIMUM 57.879 MAXIMUM 69.375 VALID CASES 7 MISSING CASES 0 THERMMEN MENTHOL THERMOMETER RATING MEAN 62.778 MINIMUM 50.625 MAXIMUM 70.645 VALID CASES 7 MISSING CASES 0 - _ - - - _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ - - - - - _ _ - - STRENGFH < NOT - EXTREMELV STRONG > MEAN 3.633 MINIMUM 3.273 MAXIMUM 4.094 VALID CASES 7 MISSING CASES 0 DRAW < EASY TO - EXTREMELY HARD TO DRAW > MEAN 2.605 MINIMUM 2.250 MAXIMUM 2.848 VALID CASES 7 MISSING CASES U ARTIFICL < NOT - EXTREMELY ARTIFICIAL > MEAN 3.328 MINIMUM 2.968 MAXIMUM 3.633 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - --- - - - - - - - - 50891 8219
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SPSS BATCH SYSTEM . TUE, SEP 9, 1980, 2:22 PM PAGE 1 cq: SPSS FOR THE HP/3000 SUMMER-RELEASE, VERSION 8.0, JUNE 15, 1980, MCMASTER UNIVERSITY. USER: THOMAS DEFAULI' SPACE ALLOCATION.. ALLOWS FOR.. 35 TRANSFORMATIONS WORKSPACE 24500 RYTES 140 RECODE VALUES + LAG VARIABLES TRANSPACE 3500 BYTES 560 IF/COMPUTE OPERATIONS 1 NUMBERED 00001000 2 RUN NAME NICOTINE-MENTHOL RSM CORRELATIONS 00002000 3 GET FILE NMMEAN 00003000 FILE NMMEAN HAS 23 VARIABLES THE SUBFILES ARE.. NO OF NAME CASES NMMEAN 7 CPU TIME REQUIRED.. .68 SECONDS 4 ADD VARIABLES TOBNIC.TSUGARS.kSUGARSrTOBPHrTOBMENiMOISTr 00004000 5 PUFFCT.TPMCIGrTPMPUFFiNICCIG.NICPUFFrTPMH2O. 00005000 6 TARCIG.TARPUFFrMENCIG.MENPUFF.SMKPH.RDWT. 00006000 7_~ hP~c .~!,~~Cgt~SMr,,~+~IC~MC~iS6,TNRATIO 00007000 ~s INPUT MEDIUM dR57N~A`fii`a'L~ 00008000 9 INPUT FORMAT FIXED (7(F10.4.1X)/7(F10.4r1X)/7(F10.4,1X)) 00009000 ACCORDING TO YOUR INPUT FORMAT, VARIABLES VARIABLE FORMAT RECORD COLUMNS TOBNIC F1U. 4 1 1- 10 TSIJGA4S F10. 4 1 12- 21 RSUGARS F10. 4 1 23- 32 TOBPH F10. 4 1 34- 43 TORMEN F10. 4 1 45- 54 MOIST F10. 4 1 56- 65 PUFFCT F10. 4 1 67- 76 TPMCIG F10. 4 2 1- 10 TPMPIJFF F10. 4 2 12- 21 ARE TO BE READ AS FOLLOWS .COMPSYS STEICHEN 50891 $212 .
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r NICOTINF-MENTHOL RSM CORRELATIONS FILE NMMEAN (CREATION DATE = o/ 9/80) SMOOTH ZyNOT - EXTREMELY SMOOTH TASTE > MEAN 4.595 MINIMUM 4.121 MAXIMUM 5.061 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - RICH < NOT - EXTREMELY RICH FLAVOR > MEAN 3.900 MINIMUM 3.212 MAXIMUM 4.344 VALiD CASES 7 MISSING CASES 0 TUEr SEP 9i 1980, 2:23 PM PAGE 9 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - LIGHT < NOT - EXTREMELY LIGHT TASTE > MEAN 4.U88 VALID CASES 7 MINIMUM MISSING CASES 3.839 0 MAXIMUM 4.306 - - - - - - - _ - - - - I - - - - - - - - - - - - - - - - - - - - - - SATISFY < NOT - E(iKEMELY SATISYING > MEAN 4.282 MINIMUM 3.636 MAXIMUM 4.688 VALID CASES 7 MISSING CASES 0 DESNIC NICOTINE RSM DESIGN UNIf MEAN .000 MINIMUM -.866 MAXIMUM .866 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - DESMEN MENTHOL RSM DESIGN UNIT MEAN .000 MINIMUM -1.000 MAXIMUM 1.000 VALIO CASES 7 MISSING CASES 0 FOklNIC TOBACCO NICOTINE X MEAN 2.061 MINIMUM 1.630 MAXIMUM 2.480 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 8221 t
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* ~ / 50891 8226 ~ vK.R~"° 36 TOBNIC T0 TNRATIOfI!ACenEr)j ~ ~ 3'" = ODU36000 l 39 REGRESSION SMOKET (6.4.(f) WITH DESNIC TO tNRATIO(1)/ 00037000 40 ?EGKESSION=THERM (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00038000 1 41 REGRESSION=THERMMEN (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00039000 42 REGRE'SSION=STRENGTH (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00040000 43 REGRESSION=DRAW (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00041000 44 REGRESSION=ARTIFICL (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00042000 . 45 ***** REGRESSION PR STATISTICS OBLEM REQUIRES 1 23040 BYTES WORKSPACEr N0T INCLUDING RESIDUALS ***** OOU43I1/U0 ~~ hrc
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE, SEP 9, 1980. 2:19 PM PAGE 9 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA THE CONTENTSJOF EACH CASE ON THE AGGREGATED OUTPUT FILE.. 50891 8202 SEQUENTIAL POSITION CREATED VARIABLE 1 AGGREGATION GROUP NUMBER 2 TOTAL NUMBER OF CASES IN AGGREGATION GROUP 3 INCELL - GROUPING VARIABLE VALUE 4 SMOKET - MEAN 5 THERM - MEAN 6 THERMMEN - MEAN 7 STRENGTH - MEAN 8 DRAW - MEAN 9 ARTIFICL - MEAN 10 HOT - MEAN 11 MINTY - MEAN 12 HARSH - MEAN 13 MENTHOL - MEAN 14 TOBACCO - MEAN 15 dITTER - MEAN 16 TONGUE - MEAN 17 SMOOTH - MEAN 18 RICH - MEAN 19 LIGHT - MEAN 20 SATISFY - MEAN 21 SMOKEU - MEAN 22 DESNIC - MEAN d 23 DESMEN - MEAN A IRUE AGGREGATED OUTPUT FILE WAS WRITTEN ON LOGICAL UNIT 9 IT CONTAINS 7 AGGREGATED CASES THE VARIABLES ON THE FILE GENERATED CAN BE READ INTO SPSS IN A SUBSEQUENT RUN USING THE 'BINARY' FORMAT SPECIFICATION CPU TIME REQUIRED.. 8.79 SECONDS 49 FINISH 00060000 NORMAL END OF JOB. 49 CONTROL CARDS WERE PROCESSED. 0 ERRORS WERE DETECTED. i
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NICOTIryE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SE_P 9, 1980i 2:21 PM PAGE 5 FILE NMMEANS (CREATION DATE = 9/ 9/80) MEAN HEXAGON RSM CHEMICAL & PANEL DATA SMOOTH <--NOT - EXTREMELY SMOOTH TASTE > 50891 8209 ~ MEAN VALID CASES 4.595 MINIMUM 7 MISSING CASES 4.121 0 MAXIMUM 5.061 ~ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - RICH < NOT - EXTREIELY RICH FLAVOR > MEAN 3.900 MINIMUM 3.212 MAXIMUM 4.344 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - LIGHT < NOT - EXTREMELY LIGHT TASTE > MEAN 4.088 MINIMUM 3.859 MAXIMUM 4.306 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SATISFY < NOT - EXTREMELY SATISYING > MEAN 4.282 MINIMUM 3.636 MAXIMUM 4.688 VALID CASES 7 MISSING CASES 0 t - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DESNIC NICOTINE RSM DESIGN UNIT MEAN .000 MINIMUM -.866 MAXIMUM .866 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - DESMEN MENTHOL RSM DESIGN UNIT MEAN .0U0 MINIMUM -1.000 MAXIMUM 1.000 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - i
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NIC07IwE-MENTHOL RSM CORRELATIONS TUE. SEP yr 1980. 2:24 PM PAGE 28 50891 8241 FILE Nr1MEAN (CREAfION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 - REGRESSION LIST 3 DEPENDENT VARIABLE.. THERMMEN MENTHOL THERMOMETER RATING SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA MENCIG MENTHOL MG PER CIG .86282 .74445 .74445 .86282 31.84255 .86282 (CONSTANT) 52.04277
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NICOTiNF-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:25 PM PAGE 36 50891 8249 FILE NMMEAN (CNEATION DATE = 9/ 9/ri0) * * * * * * * * * * * * ~ * * * * + * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST - REGRESSION LIST 1 DEPENDENT VARIABLE.. HOT < NOT - EXTREMELY HOT TASTE > F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION ~
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980. 2:25 PM PAGE 35 CPU TIME HEOUIRED.. 26.61 SECONDS 46 REGRESSION VARIABLES=HOT TO HARSH DESNIC,DESMEN, 00044000 47 TOBNIC TO TNRATIO/ 00045000 48 REGRESSION=HOT (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00046000 49 REGRESSION=MINTY (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00047000 50 REGRESSION=HARSH (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00048000 50891 8248 ***** REGRESSION PROBLEM REQUIRES 12U64 BYTES WORKSPACE, NOT INCLUDING RESiDUALS *****
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 2:21 PM PAGE 3 FILE NMMEANS (CREATION DATE = 9/ 9/80) MEAN HEXAGON RSM CHEMICAL R PANEL DATA CELL R-SM POINT IDENTIFYER MEAN 4.00U MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SMOKET tt OF TEST CIGARETTES SMOKED MEAN 41.789 MINIMUM 38.214 MAXIMUM 45.893 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - THERM THERMOMETER RATING OF TEST PRODUCT MEAN 65.022 MINIMUM 57.879 MAXIMUM 69.375 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - THERMMEN MENTHOL THERMOMETER RATING MEAN 62.778 MINIMUM 5U.625 MAXIMUM 70.645 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 508SI 8207 STRENGTH < NOT - EXTPEMELY STRONG > MEAN 3.633 MINIMUM 3.273 MAXIMUM 4.094 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DRAW < EASY TO - EXTREMELY HARD TO DRAW > MEAN 2.605 MINIMUM 2.250 MAXIMUM 2.848 VALID CASES 7 MISSING CASES 0 ARTIFICL < N0T - EXTREMELY ARTIFICIAL > MEAN 3.328 MINIMUM 2.968 MAXIMUM 3.633 ~ VALID CASES 7 MISSING CASES 0 l
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HICOTINE-MENTHOL RSM COWe2ELATIONS TUE. SEP 9, 1980, 2:25 PM PAGE 32 50891 8245 FILE NMMEAN (CREATION DATE = 9/ 9/8U) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * t * * * * * * * * VARIABLE LIST 1 - REGRESSION LIST 4 DEPENDENT VARIABLE. . STRENGTH < NOT - EXTREMELY STRONG > SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA RSUGARS REDUCING SUGARS .85455 .73025 .73025 .85455 .1870025 .98110 TOF3MEN TOBACCO MENTHOL X .94840 .89947 .16922 .76131 7.490765 5.43648 MENPUFF MENTHOL UG PER PUFF .98790 .97594 .07647 .77734 -.6801428E-01 -5.14741 (CONSTANT) 1.335348 f ~
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r NICOTINE-MENTHUL RSM CORRELATIONS TUE. SEP 9, 1960, 2:25 PM PAGE 34 50891 8247 FILE NMMEAN (CREATION DATE = 9/ 9/80) **** x*************** x** M U L T I P L E R E G R E S S I 0 N ** x x* x x x tr * x x* VARIABLE LIST 1_ ~ REGRESSION LIST 6 DEPENDtNT VARIABLE.. ARTIFICL < NOT - EXTREMELY ARTIFICIAL > F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION I
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34 OPTIONS 7 00033010 35 STATISTICS 1.10.11 00033100 GIVEN WORKSPACE ALLOWS FOR 2250 TOTAL VALUES AND 225 LABELED VALUES PER VARIABLE FOR 'fREQUENCIES' 36 READ INPUT DATA 00U34000 50891 8218
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NICOTINE-MENTHOL R5M CORRELATIONS TUE. SEP 9, 1980. 2:25 PM PAGE 33 FILE NMMEAN (CREeTION DATE = 9/ 9/80) 50891 8246 * * * * * * * *. * * * * * * * * * * * * * * * M U L T I P L E R E 6 R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST -" RE6RESSION LIST DEPENDENT VARIABLE.. DRAW < EASY TO - EXTREMELY HARD TO DRAW > F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOTINE-MENTHOL WSM CORRELATIONS TUEi SEP 9, 198U. 2:22 PM PAGE 3 FILE NMMEAN DOCUMENTATION LIST OF THE (CREATION DATE = 9/ 9/80) FOR'SPSS FILE 'NMMEAN ' 1 SUBFILES COMPRISING THE FILE 50891 8214 NMMEAN N= 7 DOCUMENTATION FOR THE 44 VARIABLES IN THE FILE 'NMMEAN ' REL POS VARIABLE NAME VARIABLE LABEL MISSING PRT VALUES FMT 1 SE9NUM NONE 0 2 SUBFILE NONE A 3 CASWGT NONE 4 4 CELL RSM POINT IDENTIFYER NONE 3 5 SMOKET # OF TEST CIGARETTES SMOKED NONE 3 6 THERM THERMUMETER RATING OF TEST PRODUCT NONE 3 7 THERMMEN MENTHOL THERMOMETER RATING NONE 3 d STRENGTH < NOT - EXTREMELY STRONG > NONE 3 9 DRAW < EASY TO - EXTREMELY HARD TO DRAW > NONE 3 1U ARTIFICL < NOT - EXTREMELY ARTIFICIAL > NONE 3 11 HUT < NOT - EXTREMELY H0T TASTE > NONE 3 12 MINTY < NO - EXTREME MINTY TASTE > NONE 3 13 HARSH < NOT - EXTREMELY HARSH TASTE > NONE 3 14 MENTHOL < NO - EXTREME MENTHOL TASTE > NONE 3 15 TOBACCO < NO - EXTREME TOBACCO TASTE > NONE 3 16 BITTER < NOT - EXTREMELY BITTER TASTE > NONE 3 17 TONGUE < NO - EXTREME TONGUE BITE > NONE 3 18 SMOOTH < NOT - EXTREMELY SMOOTH TASTE > NONE 3
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r NICOTINE-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980. 2:24 PM PAGE 22 50891 8235 FILE NMkEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * ~ * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * k * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 2 DEPENDtNT VARIABLE.. THERM THERMOMETER RATING OF TEST PRODUCT VARIABLE(S) ENTERED ON STEP NUMBER 2.. DESNIC NICOTINE RSM DESIGN UNIT MULTIPLE R .97 209 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F R SQUARE .94 495 REGRESSION 2. 106.99423 53.49711 34.33253 ADJUSTED R SQUARE .91 STANDARD ERROR 1.24 743 828 RESIDUAL 4. 6.23282 1.55820 --------°-°-° - VARIAB LES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TPMPUFF 118.5511 2.79578 17.03207 48.448 DESMEN -.17386 -.45646 .37943 .790 OESNIC -13.18682 -2.14641 2.46769 28.556 TOBNIC -.83153 -.45041 .01615 .764 (CONSTANT) -121.7809 TSUGARS -.12090 -.46090 .80007 .809 RSUGARS -.14885 -.56077 .78128 1.376 TOBPH .21035 .71266 .63185 3.096 TOBMEN -.15408 -.44058 .45010 .723 MOIST -.02959 -.06514 .26683 .013 PUFFCT -.39447 -.64411 .14677 2.127 TPMCIG -.99467 -.79987 .03560 5.329 NICCIG -.67288 -.52352 .03332 1.133 NICPUFF -.47257 -.24506 .01480 .192 TPMH2O -.52200 -.65478 .08661 2.252 TARCIG -.69088 -.63334 .04626 2.009 TARPUFF .00392 .00176 .01114 .000 MENCIG -.19707 -.53073 .39927 1.176 MENPUFF -.18533 -.50482 .40844 1.026 SMKPH .12554 .38227 .51037 .513 RDUT -.02733 -.06966 .35754 .015 NICCONSM -.75906 -.45680 .01994 .791 NICTRANS -.12095 -.29057 .31769 .277 TNRATIO .10356 .11257 .06504 .039 ~
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NICOtINE-MENTHOL RS`A COPRELATIONS TUE. SEP 9, 198U. 2:24 PM PAGE 19 50891 8232 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * t * r * * * * * * * VARIABLE LIST DEPENDENT VARIABLE.. SMOKET # OF TEST CIGARETTES SMOKED VARIABLE(S) ENTERED ON STEP NUMBER 1.. NICTRANS NICOTINE TRANSFERED MULTIPLE R .T6421 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUAetE .58402 REGRESSION 1. 27.16941 27.16941 7.01982 ADJUSTED R SQUARE .50082 RESIDUAL 5. 19.35192 3.87038 STANDARD ERROR 1.96733 . -°---°--------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLF B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F NICTRANS 9.841023 .76421 3.71430 7.020 DESNIC -.31489 -.29137 .35616 .371 (CONSTANT) -22.83831 DESMEN .14086 .20037 .84171 .167 TOBNIC -.34020 -.33077 .39323 .491 TSUGARS -.54533 -.55544 .43155 1.785 RSUGARS -.52862 -.61057 .55496 2.378 TOBPH .47298 .670U8 .83492 3.260 TOBNEN .10912 .15494 .83860 .098 MQIST -.34609 -.51756 .93029 1.464 PUFFCT -.60884 -.39329 .17358 .732 TPMCIG -.64746 -.49218 .24038 1.279 TPMPUFF. -.45518 -.39915 .31987 .758 NICCIG -.50229 -.39945 .26308 .759 NICPUFF -.36378 -.29793 .27902 .390 TPMH2O -.03756 -.02593 .19815 .003 TARCIG -.73541 -.56856 .24864 1.911 TARPUFF -.58845 -.52304 .32864 1.506 MENCIG .06575 .09024 .78347 .033 MENPUFF .08123 .11352 .81252 .052 SMKPH .16846 .24151 .85489 .248 RDWT -.97553 -.65431 .18714 2.995 NICCONSM -.41312 -.37883 .34978 .670 TNRATIO .06702 .05663 .29701 .013 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURThER COMPUTATION -" REGRESSION LIST
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NIl.OTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 798U. 2:25 PM PAGE 39 50891 8252 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * t * * * * * VARIABLE LIST 1 _ ~ REGRESSION LIST 2 DEPENDENT VARIABLE.. MINTY < NO - EXTREME MINTY TASTE > SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA ~ TOBMEN TOBACCO MENTHOL % .97852 .95751 .95751 .97852 6.974448 2.33330 MENCIG MENTHOL MG PER CIG .99279 .98564 .02813 .95U50 -4.528431 -1.36512 (CONSTANT) 1.969602
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NICOTINE-MENTNOL RSM CORtFLATIONS TUE, SEP 9, 1980, 2:25 PM PAGE 41 50891 8254 FILE NMMEAN (CREATION DATE = 9/',91R0) * * * * * * * * * * * * * * * * * * ik * * * * N U L I I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 3 DEPENDENT VARIABLE.. HARSH < NOT - EXTREMELY HARSH TASTE > SUM?1ARY TABLE VARIABLE MULTIPLE R R SOUARE RSO CHANGE SIMPLE R 8 BETA RSUGARS REDUCING SUGARS .71104 .50558 .50558 .71104 .6944681E-01 .71104 (CONSTANT) 2.237360
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NICOTINE-MENTHOL RSM CORRELATIONS . TUE, SEP 9, 1980, 2:24 PM PAGE 23 50891 8236 FILE NMMEAN' (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * - * * * * * * * * * * * N U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 S N REGRE SIO LIST 2 DEPENDENT VARIABLE.. THERM THERMOMETER RATING OF TEST PRODUCT VARIABLE(S) ENTERED ON STEP'NUIdRER 3.. TPMCIG TPM MG PER CIG MULTIPLE R .99 004 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F k SQUARE .98 017 REGRESSION 3. 110.98198 36.99399 49.43373 ADJUSTED R SQUARE .96 STANDAKD ERROR .86 034 RESIDUAL 508 3. 2.24507 .74836 ----------------- VARIAB LES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR 8 F VARIABLE BETA IN PARTIAL TOLERANCE F TPMPUFF 135.5514 3.19669 13.91251 94.929 DESMEN -.05794 -.23083 .31474 .113 DESNIC -9.584610 -1.56008 2.3151U 17.140 TOBNIC -.23015 -.18683 .01307 .072 TPr+CIG -2.866415 -.99467 1.24173 5.329 TSUGARS .34028 .95982 .15775 23.398 (CONSTANO -111.5098 RSUGARS .47094 .97774 .08547 43.437 TOBPH .10540 .47084 .39566 .570 TOBMEN -.05204 -.22794 .38037 .110 MOIST .20258 .64369 .20018 1.415 PUFFCT .54719 .51412 .01750 .719 NICCIG .66815 .46621 .00965 .555 NICPUFF .47378 .34767 .01068 .275 TPMH2O -.28031 -.51380 .06662 .717 TARCIG 1.87479 .80133 .00362 3.589 TARPUFF .64601 .45823 .00998 .532 MENCIG -.05727 -.21896 .28983 .101 MENPUFF -.05851 -.23337 .31541 .115 SMKPH -.21795 -.67808 .19192 1.702 ROWT .29498 .96152 .21068 24.497 NICCONSM .32173 .23167 .01028 .113 NICTRANS .14070 .44088 .19469 .483 TNRATIO -.19308 -.32521 .05625 .237
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NICOTINE-ME+aTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:24 PM PAGE 24 FILE NMMEAN (CREATION DATE = 9/ 9/8U) 50891 8237 * * * z * * * * * * * * * * * * * * * * * * * M U L T I P L F R E G R E S S I 0 N * * * * * * * * * * t * * VARIABLE LIST 1 ~' REGRESSION LIST 2 DEPENDENT VARIABLE.. THERM THERMOMETER RATING OF TEST PRODUCT VARIABLE(S) ENTERED ON STEP NUMBER 4.. RSUGANS REDUCING SUGARS MULTIPLE R .99956 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .99913 REGRESSION 4. 113.12822 28.28206 572.39377 ADJUSTED R SQUARE .99738 RESIDUAL 2. .09882 .04941 STANDAHD ERROR .22228 10 VARIAR LES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TPMPUFF 147.8614 3.48700 4.03340 1343.903 DESMEN -.02161 -.40581 .30766 .197 DESNIC .2533587 .04124 1.60687 .025 TOBNIC .19911 .72519 .01158 1.109 TPMCIG -8.866626 -3.07680 .96470 84.476 TSUGARS .11783 .51421 .01662 .359 RSuGARb 1.236141- .47094 .18756 43.437 TOBPH .02960 .58690 .34315 .525 (CONSTANT) -66.276v2 T08MEN -.02857 -.59306 .37605 .543 MOIST -.03763 -.39685 .09709 .187 PUFFCT .09014 .35899 .01384 .148 NICCIG .31227 .99990 .00895 5237.295 NICPUFF .27641 .95544 .01043 10.476 TPMH2O .06123 .42835 .04271 .225 TARCIG -.48161 -.48281 .00088 .304 TARPUFF -.31939 -.85297 .00622 2.671 MENCIG -.03043 -.55143 .28656 .437 MENPUFF -.03006 -.56740 .31103 .475 SMKPH -.05959 -.72952 .13081 1.138 RDWT .11033 .57563 .02376 .496 NICCONSM .23551 .80662 .01024 1.862 NICTRANS .02195 .3U173 .16487 .100 TNRATIO -.10718 -.85047 .05495 2.614 C,
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SPSS BATCH SYSTEM ~ TUE. SEP 9. 1980, 2:21 PM PAGE 1 50891 8204 SPSS FOR THE HP/30UU SUMMER-RELEASE, VERSION 8.0, JUNE 15, 1980, MCMASTER UNIVERSITY. USER: THOMAS COMPSYS STEICHEN DEFAULi SPACE ALLOCATION.. ALLOWS FOR.. 35 TRANSFORMATIONS (' wORKSPACE 24500 BYTES 140 RECODE VALUES + LAG VARIABLES TRANSPACE 350U BYTES 560 IF/COMPUTE OPERATIONS 1 NUMBERED 00001000 2 RUN NAME NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI 00002000 3 FILE NAME NMMEANS MEAN HEXAGON RSM CHEMICAL & PANEL DATA 00003000 4 VARIABLE LIST CELL.SMOKET.THERM.THERMMEN.STRENGTHrDRAW. 00004000 5 AkTIFICL.HOT.MINTY.HARSHrMENTHOLrTOBACCO.BITTER.TONGUE. 00005000 6 SM00TH.RICH.LIGHT.SATISFY.DESNIC.DESMEN 00006000 7 N OF CASES 7 00007000 8 INPUT MEDIUM DISC (NMMEANS) 00008000 9 INPUT FORMAT BINARY (2S.18V/S.2V) 00009000 ACCORDING TO THE 'BINARY' FORMAT SPECIFICATION. VARIABLES ARE READ AS FOLLOWS VARIABLE RECORD POS COLUMNS CELL 1 3 9- 12 SMOKET 1 4 13- 16 THERM 1 5 17- 20 T4ERMME14 1 6 21- 24 STRENGTH 1 7 25- 28 DRAW 1 8 29- 32 AkTIFICL 1 9 33- 36 HOT 1 10 37- 4U MIhTY 1 11 41- 44 HARSH 1 12 45- 48 MENTHOL 1 13 49- 52 TOBACCO 1 14 53- 56 BITTER 1 15 57- 60 TONGUE 1 16 61- 64 SMOOTH 1 17 65- 68 RICH 1 18 69- 72 LIGHT 1 19 73- 76 SATISFY 1 20 77- 80 DESNIC 2 2 5- 8 DESMEN 2 3 9- 12 THE INPUT FORMAT PROVIDES IT PROVIDES FOR 2 RECORDS FOR 20 VARIABLES. 20 WILL BE READ ('CARDS') PER CASE. A MAXIMUM OF 80 'COLUMNS' ARE USED ON A RECORD. 1U VAR LA BELS CELL RSM POINT IDENTIFYER/ 00010000 11 SMOKET # OF TEST CIGARETTES SMOKED/ 00011000 12 THERM THERMOMETER RATING OF TEST PRODUCT/ 00012000 13 THERMMEN MENTHOL THERMOMETER RATING/ 00013000 14 STRENGTH < NOT - EXTREMELY STRONG >/ 00014000 15 DRAW < EASY TO - EXTREMELY HARD TO DRAW >/ 00015000 16 ARTIFICL < NOT - EXTREMELY ARTIFICIAL >/ 00016000 17 HOT < NOT - EXTREMELY HOT TASTE >/ 00017000
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NICOTINE-MENTHOL PSM CORRELATIONS FILE NMMEAN (CREATIO"! DATE = 9/ 9/80) MENPUFF MENTHOL UG PER PUFF MEAN 39.214 MINIMUM 8.000 MAXIMUM 73.000 VALID CASES 7 MISSING CASES 0 SMKPH SMOKE PH - - - - - - - - - - - - - - - - - - - - - - - - MEAN 6.391 MINIMUM 6.300 MAXIMUM 6.550 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - _ - - - - RDWT ROD WEIGHT MG MEAN 788.657 MINIMUM 764.700 MAXIMUM 809.800 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - NICCONS,e NICOtINE CONSUMMED iaEAN 12.319 MINIMUM 9.47U MAXIMUM 15.180 VALID CASES 7 h+ISSTNG CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - _ - - - - - - - NICTRANS NICOTINE TRANSFERED MEAN 6.567 MINIMUM 6.240 MAXIMUM 6.650 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - _ - TNRATIO TN RATIO MEAN 13.667 MINIMUM 12.210 MAXIMUM 16.000 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TUE, SEP 9, 1980. 2:23 PM PAGE 12 50891 8224
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NICOTINE-MENTHOL RSrt CORRELATIONS TUE. SEP 9, 198U. 2:24 PM PAGE 29 FILE Nh9MEAN (CREATION DATE = 9/ 9/RO) 50891 8242 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E 6 R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 _ - REGRESSION LIST 4 DEPENDENT VARIABLE.. STRENGTH < NOT - EXTREMELY STRONG > VARIABLE(S) ENTERED ON STEP NUMBER 1.. RSUGARS REDUCING SUGARS MULTIPLE R .85455 R SQUARE .73025 ADJUSTED R SQUARE .67630 STANDARD ERROR .17948 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F REGRESSION 1. .43600 .43600 13.53569 RESIDUAL 5. .16106 .03221 r ----------------- VARIA BLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F RSUGARS .1628805 .85455 .04427 13.536 DESNIC -.00629 -.01146 .89717 .001 (CONSTANT) 1.92781b DESMEN .41038 .70332 .79230 3.915 TOBNIC -.08375 -.15187 .88711 .094 TSUGARS -.00943 -.00387 .04538 .000 TOBPH .10675 .16764 .66526 .116 TOBMEN .46455 .79203 .78412 6.733 MOIST .10514 .18775 .86025 .146 PUFFCT -.05020 -.07815 .65371 .025 TPMCIG -.00808 -.01339 .73980 .001 TPMPUFF .05319 .09359 .83507 .035 NICCIG -.06753 -.11604 .79641 .055 NICPUFF -.03958 -.07039 .85309 .020 TPMH2O .02629 .04530 .80083 .008 TARCIG -.01371 -.02242 .72118 .002 TARPUFF .06961 .12008 .80268 .059 MENCIG .46478 .74745 .69763 5.064 MENPUFF .45882 .75709 .73446 5.372 SMKPH .26773 .50147 .94637 1.344 RDW1 .00289 .00405 .52842 .000 NICCONSM -.08284 -.14724 .85216 .089 NICTRANS .14295 .20503 .55496 .176 TNRATIO .08780 .15945 .88954 .104
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r NICOTINE-MENTHOL kSM CORRELATIONS TUE. SEP 9. 1980, 2:25 PM PAGE 44 50891 8257 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * r * * * * * * * * * * * * * * * * * t * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 ~ REGRESSION LIST 1 DEPENDENT VARIABLE.. MENTHOL < NO - EXTREME MENTHOL TASTE > SUMMARY TABLE ( VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA TOBMEN TOBACCO MENTHOL X .94206 .88748 .88748 .94206 3.848363 .94206 t (CONSTANT) 2.481493 ' . L
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NICOTINE-NENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:24 PM PAGE 17 FILE NMMEAN (CREATION DAiE = 9/ 9/80) 50891 8230 M0IST PUFFCT TPNCIG TPMPUFF NICCIG NICPUFF TPMH2O TARCIG TARPUFF MENCI6 MENPUFF SMKPH NICCONSM -.51293 .94667 .97689 .93157 .99530 .99285 .91752 .97909 .93527 .03217 -.00164 .49653 NICTRANS -.26403 .90908 .87156 .82470 .85844 .84910 .89546 .86681 .81936 .46533 .43299 .38094 TNRATIO .64057 -.94573 -.92289 -.85628 -.96833 -.96901 -.89192 -.92468 -.84950 .02842 .06102 -.43804 RDWT NICCONSM SMOKET .50645 .47173 THtRM .37407 .46695 THERMMEN .37945 .19560 STRENGTH .58836 .25797 DRAW .11836 .06384 ARTIFICL .03378 -.25972 HOT .03594 -.3~326 MINTY .0Z013 -.132U3 HARSH .43541 .32267 M'ENTHOL .16711 -.09407 TOBACCO .50339 .84459 BITTER .21680 -.03634 TONGUE -.07867 -.34032 SMOOTH .21504 .38409 MICH .2845U .11385 LIGHT -.20370 -.32950 SATISFY .51035 .60085 DESNIC .8UU17 .98880 DESMEN .06814 -.U6233 TOBNIC .79720 .99796 TSUGARS .79368 .45807 HSUGARS .68672 .38450 TOBPH -.45975 -.61999 TOtfMEN .U9659 -.03424 MOIST -.25747 -.51293 PUFFCT .92177 .94667 TPMCIG .84693 .97689 TPMPUFF .7 .93157 NICCIG { 4 .99530 NICPUFF .837U2 .99285 TPMH2O .75228_ .91752 TARCIG .97909 TARPUFF . 78T61 .93527 MENCIG .16734 .03217 MENPUFF .13008 -.00164 SMKPH .15943 .49653 NICTRANS TNRATIO .76421 .54498 .56290 .64941 .09803 .11542 -.1U247 .30277 .44774 .41742 .43261 -.07180 -.17433 .21242 .45805 -.43704 .45262 .8U24U .39786 .77896 .75396 .66711 -.40630 .40174 -.26403 .90908 .46533 .43299 .38094 -.62085 -.34786 -.11676 -.20591 -.14878 .21211 .24382 .18030 -.31575 .08583 -.76473 -.01347 .48850 -.29823 -.U7149 .21711 -.46918 -.95012 .10295 -.96033 -.45043 -.33235 .44102 .08830 .64057 ~=.94573 -.92289' . 62 •- 96833 t-.969 1 3 I-, 424 9 .02842 .06102 -.43804
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NICOtINE-MENTHOL RSM CORRELATIONS TUE. SEP 9. 1980. 2:23 PM PAGE 11 FILE NMME AN (CREATION DATE = 9/ 9/80) 23 TPMPUFF TPM MG PER PUFF 50891 82 MEAN 1.576 MINIMUM 1.430 MAXIMUM 1.720 VALID CASES 7 MISSING CASES 0 NICCIG NICOTINE MG PER CIG MEAN .813 MINIMUM .600 MAXIMUM 1.040 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - NICPUFF NICOTINE MG PER PUFF MEAN .098 MINIMUM .080 MAXIMUM .117 VALID CASES 7 MISSING CASES 0 - - - - - _ - _ - - _ - - - - - - - - - - - - - - - - - - - - - - - - TPMH2O TPM H20 MG MEAN 1.229 MINIMUM 1.000 MAXIMUM 1.500 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TARCIG TAR MG PER CIG MEAN 1U.90U MINIMUM 9.500 MAXIMUM 12.700 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TARPUFF TAR MG PER PUFF MEAN 1.329 MINIMUM 1.230 MAXIMUM 1.430 VALID CASES 7 MISSING CASES 0 MEWCIG MENTHOL MG PER CIG MEAN .337 MINIMUM .070 MAXIMUM .620 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICUTINE-MENTHUL RSM CORRELATIONS TUE. SEP 9, 1980. 2:22 PM PAGE 2 ACCORDING TO YOUR INPUT FORMAT, VARIABLES ARE TO BE READ AS FOLLOWS VARIABLE FORMAT RECORD COLUMNS NICCIG F1U. 4 2 23- 32 NICPUFF F10. 4 2 34- 43 TPMH2O F10. 4 2 45- 54 TARCIG FlO. 4 2 56- 65 TARPUFF F1U. 4 2 67- 76 MENCIG F10. 4 3 1- 10 MENPUFF F10. 4 3 12- 21 SMKPH F10. 4 3 23- 32 RDWT F10. 4 3 34- 43 NICCONSM FlO. 4 3 45- 54 NICTRANS FlO. 4 3 56- 65 TNRATIO FlU. 4 3 67- 76 THE INPUT FORMAT PROVIDES FOR 21 VARIABLES. 21 WILL BE READ IT PROVIDES FOR 3 RECORDS ('CARDS') PER CASE. A MAXIMUM OF 77 'COLUMNS' ARE USED ON A RECORD. 10 VAR LABELS 11 1Z 13 14 15 16 17 18 19 2U 21 22 23 24 25 26 T06NIC TSUGARS RSUGARS TOBPH TOBMEN WOIST PUFFCT TPMCIG TPMPUFF N I CC I G NICPUFF TPMH20 TARCIG TARPUFF MENCIG MENPUFF SMKPH TOBACCO NICOTINE X/ TOTAL SUGARS/ REDUCING SUGARS/ TOBACCO PH/ TOBACCO MENTHOL X/ CIGARETTE MOISTURE X/ PUFF COUNT/ TPM MG PER CIG/ TPM MG PER PUFF/ NICOTINE MG PER CIG/ NICOTINE Mfi PER PUFF/ TPM H20 MG/ TAR MG PER CIG/ TAR MG PER PUFF/ MENTHOL MG PER CIG/ MENTHOL UG PER PUFF/ SMOKE PH/ 00010000 00011000 00012000 00013000 000140U0 00015000 00'016000 00017000 00018000 00U19000 00020000 00021000 00022000 00023000 00024000 00025000 00026000 00027000 00028000 00029000 00030000 00031000 00032000 27 RDWT ROD WEIGHT MG/ 28 NICCONSM NICOTINE CONSUMMED/ 29 NICTRANS NICOTINE TRANSFERED/ 30 TNRATIO TN RATIO/ 31 PRINT FORMATS CELL TO TNRATIO (3) 32 LIST FILEINFO COMPLETE 50891 8213
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NICOTIt+E-MENTHOL kSM CORRELATIONS TUE. SEP 9, 1980. 2:25 PM PAGE 47 FILE NMMEAN (CkEATION DATE = 9/ 9/80) ,t * * rr * ,r ,t * * * ,r * * * * ,a * * 1, * * * * M U L T I P L E DEPENDENT VARIABLE.. TOBACCO < NO - EXTREME TOBACCO TASTE > 50891 8260 R E G R _E S S 1 0 N * * # * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 2 SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA { DESNIC NICOTINE RSM DESIGN UNIT .87100 .75864 .75864 .87100 .4349309 1.47090 NICTRANS NICOTINE TRANSFERED 1 .97863 .95772 .19908 .43261 -.7228976 -.74764 ¢: (CONSTANT) 8.354868 ,
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NICOTINE-MENTHOL RSM CORRELATIONS i . TUEi SEP 9, 1980i 2:23 PM PAGE 8 FILE NMMEAN (CREATION DATE = 9/ 9/80) HOT < NOT - EXTREMELY HOT TASTE > MEAN 2.798 MINIMUM 2.406 MAXIMUM 3.125 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - -- - - - - - - - - - - - - - - - - MINTY < NO - EXTREME MINTY TASTE > MEAN 3.243 MINIMUM 2.500 MAXIMUM 4.355 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - .. _ - - - - - - - - - - - - - - - HARSH < NOT - EXTREMELY HARSH TASTE > MEAN 2.965 MINIMUM 2.75U MAXIMUM 3.219 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - J - - - - •_ - - - - - - - - - - - - - - - - MENTHOL < NO - EXTREME MENTHOL TASTE > MEAN 4.026 MTNIMUM 3.188 MAXIMUM 5.767 VALID CASES 7 MISSING CASES 0 50891 8220 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TOBACCO < NO - EXTREME TOBACCO TASTE > MEAN 3.607 MINIMUM 3.406 MAXIMUM 4.000 VALID LASES 7 MISSING CASES 0 - - - - - --- - - - - - - - - - - - - - - - - BITTER < NOT - EXTREMELY BITTERiTASTE > ( MEAN 2.554 MINIMUM 2.247 MAXIMUM 3.042 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - --- - - - - - - - - - - - - - - - - TONGUE < NO - EXTREME TONGUE BITE > MEAN 2.412 MINIMUM 2.212 MAXIMUM 2.563 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - --- - - - - - - - - - - - - - - - - L.
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:24 PM PAGE 26 FILE NMMEAN (CREATION DATE = 9/ 9/80) 50891 8239 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E 6 R E S S I 0 N * t * * * * * * * t * t * VARIABLE LIST 1 _ DEPENDENT VARIARLE.. THERM THERMOMETER RATING OF TEST PRODUCT SUMMARY TABLE REGRESSION LIST 2 VARIABLE MULTIPLE R R SQUARE RSa CHANGE SIMPLE R B BETA TPMPUFF DESNIC TPM MG PER PUFF .74295 .55197 .55197 .74295 151.4941 3.57267 PM NICOTINE RSM DESIGN UNIT .97209 .94495 .39298 .52747 -1.3U6337 -.21263 T CIG RSU A TPM MG PER CIG .99004 .98017 .03522 .57497 -9.239036 -3.20603 G RS NIC REDUCING SUGARS .99956 .99913 .01896 .33082 1.161699 .44258 CIG A (CON NICOTINE MG PER CI6 1.00000 1.00000 .00087 .49578 8.376876 .31227 ST NT) -73.21606
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SPSS BATCH SYSTEM 50891 8191 TUE, SEP 9. 1980, 2:18 PM PAGE 1 SPSS FOR THE HP/3000 SUMMER-RELEASEr VERSION 8.0, JUNE 15, 1980, MCMASTER UNIVERSITY. USER: THOMAS COMPSYS rSTEICHEN t.. DEFAULT SPACE ALLOCATION.. ALLOWS WORKSPACE 24500 BYTES TRANSPACE 3500 dYTES FOR.. 35 140 560 TRANSFORMATIONS RECODE VALUES + LAG VARIABLES IF/COMPUTE OPERATIONS 1 2 3 4 5 NUMBERED PUN NAME FILE NAME VARIABLE LIST NI NM IN HO COTINE PANEL CELL.S T.MINT MENTHO HEXAGON MOKET.T Y.HARSH L HEXAGON RSM - TOM PERFETTI RSM PANEL DATA HERM,THERMMEN.STRENGTH.DRAW.ARTIFICL. .MENTHOLrTOBACCO.BITTER,TONGUE. 00001000 00002000 00003000 00004000 00005000 6 SM 7 OOTH.R 0 ICH.LIG HT.SATISFY.UBRAND.SMOKEU.SEX~AGE 00006000 00007000 7 N OF CASES tt INPUT MEDIUM 2 DI SC (NMPANEL) 00008000 9 INPUT FORMAT FI XED (F1.0.F3.0.2F4.0.14F2.0.F5.0.3F2.0) 00009000 ACCORDING TO YOUR INPUT FORMAT, VARIABLES ARE TO BE READ AS FOLLOWS VARIABLE FORMAT RECORD COLUMNS INCELL F 1. U 1 1- 1 SMOKET F 3. 0 1 2- 4 THERM F 4. 0 1 5- 8 THERHMEN F 4. U 1 9- 12 STRENGTH F 2. 0 1 13- 14 DRAd F 2. U 1 15- 16 ARTIFICL F 2. 0 1 17- 18 HOT F 2. 0 1 19- 20 MINTY F 2. 0 1 21- 22 HARSH F 2. 0 1 23- 24 MENTHOL F 2. 0 1 25- 26 TOBACCO F 2. 0 1 27- 28 BITTER F 2. 0 1 29- 30 TONGUE F 2. 0 1 31- 32 SMOOTH F 2. 0 1 33- 34 RICH F 2. 0 1 35- 36 t~ LIGHT F 2. 0 1 37- 38 SATISFY F 2. 0 1 39- 40 UBRAND F 5. 0 1 41- 45 SMOKEU F 2. 0 1 46- 47 SEX F 2. 0 1 48- 49 AGE F 2. 0 1 50- 51 THE INPUT FORMAT PROVIDES FOR 22 VARIABLES. 22 WILL BE READ IT PROVIDES FOR 1 RECORDS ('CARDS') PER CASE. A MAXIMUM OF 51 'COLUMNS' ARE USED ON A RECORD. 10 DO REPEAT I=1.2.3.4.5.6.7/ 00010000 00011000 12 D1=0p-.866.-.866.0..866..866.U/ 00012000 13 IF (INCELL EQ 1) DESNIC=D1 00013000 14 IF (INCELL E4 I) DESMEN=D2 00014000 .( 15 END REPEAT 00015000
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r r NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980. 2:26 PM PAGE 58 FILE NMMEAN (CREATION DATE = 9/ 9/8U) 50891 8271 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R _E S S 1 0 N * * * * * * * * * * * * * VARIABLE LIST 1 " REGRESSION LIST 6 DEPENDENT VARIABLE.. RICH < NOT - EXTREMELY RICH FLAVOR > SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R 8 BETA DESMEN MENTHOL RSM DESIGN UNIT .74201 .55058 .55058 .74201 .3917930 .74201 (CONSTANT) 3.899611 f L
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NICOTIivE-mENTHOL RSM CORRELATIOhS TUE. SEP 9, 1980, 2;25 PM PAGE 54 50891 8267 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E 6 R_E S S I 0 N **** r******** VARIABLE LIST 1 DEPENDENT VARIABLE.. TONGUE < NO - EXTREME TONGUE BITE > REGRESSION LIST 4 SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA MOIST CIGARETTE MOISTURE X .86114 .74156 .74156 .86114 .3996611 .55752 TOBPH TOBACCO PH .93389 .87214 .13058 -.38526 -1.559382 -.71221 TPMPUFF TPM MG PER PUFF .97759 .95569 .U8355 -.24631 -.3588567 -.28420 RDwT ROD WEIGHT MG .99664 .99329 .03760 -.07867 .3873074E-02 .47126 NICCONSM NICOTINE CONSUMMED .99989 .99979 .U0650 -.34032 -.3778052E-01 -.62403 (CONSTANT) 3.631219 Q= ~
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980. 2:25 PM PAGE 45 FILE NMMEAN (CREATION DATE - 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S 1 0 N * * * * * * * * * * * * * VARIABLE LIST I [ DEPENDENT VARIABLE.. TOBACCO < NO - EXTREME TOBACCO TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 1.. DESNIC NICOTINE RSM DESIGN UNIT 50891 8258 REGRESSION LIST 2 MULTIPLE R .87100 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F R SQUARE .75864 REGRESSION 1. .19898 .19898 15.71583 ADJUSTED R SQUARE .71037 RESIDUAL 5. .06330 .01266 STANDAKA ERROR .11252 ---------------- VARIABLES IN THE EaUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F DESNIC .2575455 .87100 .06497 15.716 DESMEN -.29384 -.59811 1.00000 2.228 (CONSTANT) 3.607496 TOBNIC .28445 .07890 .01857 .025 TSUGARS -.42864 -.80237 .84571 7.229 RSUGARS -.38678 -.74571 .89717 5.011 TOBPH .07224 .11901 .65501 .057 TOBMEN -.29242 -.59484 .99873 2.190 MOIST -.08382 -.14570 .72923 .087 PUFFCT -1.10657 -.87792 .15192 13.448 TPMCIG -1.59725 -.72301 .04946 4.381 TPMPUFF -.19595 -.11649 .08530 .055 NICCIG -1.76418 -.65550 .03332 3.014 NICPUFF -2.28R46 -.57448 .01521 1.970 TPMH2O -.87246 -.65411 .13567 2.991 TARCIG -1.4567'4 -.68422 .05325 3.521 TARPUFF -.21841 -.12728 .08197 .066 MENCIG -.30744 -.62330 .99207 2.541 MENPUFF -.29968 -.60889 .99642 2.357 SMKPH .20497 .32960 .62412 .488 RDWT -.53805 -.65687 .35973 3.036 NICCONSM -.74776 -.22715 .02227 .218 NICTRANS -.74764 -.90820 .35616 18.834 TNRATIO .64590 .41002 .09726 .808
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END OF PROGRAM • :PURGE NMMEANSM :FiLE FTN09=NMMEANSM,NEW:REC=-80..F.8INARVIDISC=1007SAVE :SPSS NMSAVEM STO 00009000 00010000 00011U00 50891 8282 C, t (. C. c ~
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NICOTINE-MENTHOL RSM CORRELATIONS FILE NiNMEAN (CREATION DATE = 9/ 9/80) TUEi SEP 9, 198U. 2:25 PM PAGE 48 50891 8261 * * * * * * * * + * * * * * * * * * * * * * * M U L T I P L E H E G R E S S I 0 N * * t t * * * * * t t i t VARIABLE LIST 1 - REGRESSION LIST 3 DEPENDENT VARIABLE.. BITTER < NOT - EXTREMELY BITTER TASTE > r F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION L t s t \
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NICOTIwE-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980, 2:25 PM PAGE 49 FILE NMMEAN (CREATION DATE = 9/ 9/80) * ~ * ,t * * ,t * * * * t t r ,t * * t * ,t DEPENDENT VARIABLE.. TONGUE < NO VARIABLE(S) ENIERED ON STEP NUMBER 1.. 50891 8262 t~t ~t M U L T I P L E R E G R E S S I 0 N tr it k t r t# t t t* t it VARIABLE LIST I REGRESSION LIST 4 EXTREME TONGUE BITE > MOIST CIGARETTE MOISTURE X MULTIPLE R .86114 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .74156 REGRESSION 1. .07445 .07445 14.34676 ADJUSTED R SQUARE .68987 RESIDUAL 5. .02595 .00519 STANDARD ERROR .07204 ----------------- VARIABLE S IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F r MOIST .6173147 .86114 .16298 14.347 DESNIC .08989 .15100 .72923 .093 (CONSTANT) -5.375429 DESMEN -.08499 -.14868 .79100 .090 F TOBNIC .12747 .21177 .71328 .188 TSUGARS .25309 .48466 .94775 1.228 RSUGARS .30474 .55598 .86025 1.790 TOBPH -.36151 -.71083 .99922 4.085 TOBMEN -.02538 -.04493 .80996 .008 PUFFCT .22560 .39576 .79532 .743 TPMCIG .13404 .24404 .85669 .253 TPMPUFF .01232 .02313 .91056 .002 NICCIG .12969 .22449 .77435 .212 NICPUFF .07788 .13252 .74830 .072 TPMH2O .04140 .07424 .83136 .022 TARCIG .15295 .27950 .86299 .339 TARPUFF .05095 .09652 .92762 .038 MENCIG -.00665 -.01166 .79476 .001 MENPUFF -.01664 -.02913 .79246 .003 SMKPH -.22843 -.42044 .87549 .859 RDWT .15321 .29121 .93371 .371 NICCONSM .13758 .23231 .73690 .228 NICTRANS .05701 .10817 .93029 .047 TNRATIO -.10705 -.16169 .58966 .107 t
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9. 1980. 2:24 PM PA6E 21 FILE NMNEAN (CREATIOV DATE = 9/ 9/8U) 50891 8234 * * * * * * * * * * * * + * * * * * * * * * * M U L T I P L F R E G R E S S I 0 N * ,t tr * * * * * t * t * ,t VARIABLE LIST 1 REGRESSION LIST 2 DEPENDENT VARIABLE.. THERM THERMOMETER RATING OF TEST PRODUCT VARIABLE(S) ENTERED ON STEP NUMBER 1.. TPMPUFF TPM MG PER PUFF MULTIPLE R .74295 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .55197 REGRESSION 1. 62.49810 62.49810 6.16000 ADJUSTED R SQUARE .46237 RESIDUAL 5. 50.72895 10.14579 STANDARD ERROR 3.18525 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TPMPUFf 31.5U370 .74295 12.69320 6.160 DESNIC -2.14641 -.93655 .08530 28.556 (COHSTAN'T) 15.38090 DESMEN .42904 .62379 .94707 2.548 TOBNIC -1.73466 -.93191 .12931 26.409 TSUGARS -.05019 -.06740 .80810 .018 RSUGARS .03484 .04756 .83507 .009 T08PH .23587 .28026 .63252 .341 TOBMEN .39284 .56820 .93728 1.907 MOIST .54370 .77511 .91056 6.020 PUFFCT -1.03370 -.78861 .26076 6.580 TPMCIG -2.19711 -.83839 .06524 9.463 NICCIG -1.74692 -.88908 .11605 15.089 NICPUFF -2.00679 -.88939 .08800 15.140 TPMH2O -.91636 -.41112 .09018 .814 TARCIG -1.81867 -.80588 .08797 7.410 TARPUFF -1.34288 -.21775 .01178 .199 MENCIG .40562 .57613 .90388 1.987 MENPUFF .40511 .58082 .92093 2.036 SMKPH .29010 .31581 .53096 .443 RDWT -.42369 -.41753 .43508 .845 NICCONSM -1.70342 -.92523 .13218 23.786 NICTRANS -.21175 -.17892 .31987 .132 TNRATIO 1.08065 .83391 .26679 9.132
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43 OPTIONS 7 0U042100 44 STATISTICS 1,10,11 000430UU 50391 8285 GIVEN WORKSP-A-CE ALLOWS FOR 2250 TOTAL VALUES AND 225 LABELED VALUES'PER VARIABLE FOR 'FREQUENCIES' 45 READ INPUT DATA 00044000
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NICOTINE-MENTHOL RSM CORRELATIONS TUEr SEP 9. 1980, LS25 PM PAGE 42 CPU TIME REQUIRED.. 7.12 SECONDS 51 REGRESSION VARIABLES=MENTHOL To SATISFY.DESNIC.DESMEN. 00049U00 00050000 52 TOBNIC TO TNRATIO/ 53 REGRESSION=MENTHOL (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00051000 54 REGRESSION=TOBACCO (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00052000 55 HEGRESSION=BITTER (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00053000 56 REGRESSION=TONGUE (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00054000 57 REGRESSION=SMOOTH (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00055000 58 REGRESSION=RICH (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00056000 59 REGRESSION=LIGHT (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00057000 6U REGRESSION=SATISFY (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00058000 ***** REGRESSION PROBLEM REQUIRES 15624 BYTES WORKSPACEr NOT INCLUDING RESIDUALS ***** 50891 8255
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NICOTINE-mENTHOL RSM COR4ELATIONS TUE. SEP 9, 1980, 2:25 PM PAGE 51 FILE NMMEAN (CREATION DATE = 9/ 9/80) * +r * * * * * * * x * * * * * * * :r + * x + * M U L T I P L E DEPENDENT VARIABLE.. TONGUE < NO - EXTREME TONGUE BITE > 50891 8264 R E G R_E S S I 0 N t,t t i i i* t t~t t t t VARIABLE LIST 1 REGRESSION LIST 4 VARIABLE(S) ENTERED ON STEP NUMBER 3.. TPMPUFF TPM MG PER PUFF MULTIPLE R .97759 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .95569 REGRESSION 3. .09595 .03198 21.56804 ADJUSTED R SQUARE .91138 RESIDUAL 3. .00445 .00148 STANDARD ERROR .03851 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIA9LE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F MOIST .52U2949 .72580 .09498 30.008 DESNIC .99868 .64600 .01854 1.432 TO8PH -1.324858 -.60510 .34807 14.488 DESMEN .04243 .15603 .59912 .050 TPMPUFF -.5001014 -.39606 .21027 5.656 TOBNIC .38495 .34564 .03572 .271 (CONSTNNT) 3.675203 , TSUGARS .23289 .87884 .63099 6.786 RSUGARS .25522 .84343 .48391 4.929 TOBMEN .05688 .21503 .63316 .097 PUFFCT .44640 .90336 .18146 8.873 TPMCIG 1.01635 .87906 .03315 6.801 NICCIG .60148 .70739 .06129 2.003 NICPUFF .76392 .67353 .03444 1.661 TPMH2O .20395 .26087 .07250 .146 TARCIG .83709 .89870 .05107 8.398 TARPUFF 1.47586 .63682 .00825 1.364 MENCIG .06682 .23875 .56575 .121 MENPUFF .05964 .21722 .58777 .099 SMKPH -.18125 -.56368 .42858 .931 RDwT .29445 .92117 .43368 11.205 NICCONSM .50035 .53944 .05150 .821 NICTRANS .32077 .84265 .30579 4.898 TNRATIO -.46720 -.71664 .10426 2.112
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NICOTINE-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980. 2:24 PM PAGE 25 FILE NMMEAN (CREATION DATE = 9/ 9/80) 50891 8238 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST I DEPENDENT VARIABLE.. REGRESSION LIST 2 THERM THERMOMETER RATING OF TEST PRODUCT VAHIABLE(S) ENTEkED ON STEP NUMBtR 5.. NICCIG NICOTINE MG PER CIG MULTIPLE R 1.0 0000 ANALYSIS OF VARIA NCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE 1.0 0000 REGRESSION 5. 113.22703 22.64541 1200394.52309 ADJUSTED R SQUARE 1.0 STANDARD ERROR .0 000U RESIDUAL 0434 1. .00002 .00002 ----------------- VARIA BLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE H', BETA STD ERROR 8 F VARIABLE BETA IN PARTIAL TOLERANCE F TPMPUFF 151.4941 1 3.57267 .09344 2628587.665 DESMEN .00081 1.00000 .25380 .000 DESNIC -1.3U6337 -.21263 .03808 1176.649 TOBNIC -.00559 -1.00000 .00533 .000 ~ TPMCIG -9.239036 -3.20603 .01954 223569.842 TSUGARS .00366 1.00000 .01243 .000 RSUGARS 1.161699 .44258 .00381 93140.227 TOBPH .00085 1.00000 .22944 .000 NICCIG 8.376676 .31227 .11575 5237.295 TOBMEN .00084 1.00000 .23880 .000 ( (CONSTANT) -73.21606 MOIST -.00142 -1.00000 .08276 .000 PUFFCT .00370 1.00000 .01219 .000 NICPUFF .01296 1.00000 .00099 .000 {' TPMH2O .00217 1.00000 .03532 .000 TARCIG -.01562 -1.00000 .00068 .000 TARPUFF -.00969 -1.00000 .00177 .000 { MENCIG .00092 1.00000 .19576 .000 MENPUFF .00090 1.00000 .20686 .000 SMKPH .00167 1.00000 .05939 .000 { RDWT .00321 1.00000 .01619 .000 NICCONSM -.00696 -1.0000U .00344 .000 NICTRANS .00105 1.00000 .15115 .000 (" TNRATIO -.00324 -1.00000 .01589 .000 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION t
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:25 PM PAGE 30 50891 8243 FILE NMMEAN (CREATION DATE = 9/ 9/80) * t**+t **** r r****** r* t** t M U L T 1 P L E R E G R_E S S I 0 N ***** t***** t t VARIABLE LIST 1- - REGRESSION LIST 4 DEPENDENT VARIABLE.. STRENGTH < NOT - EXTREMELY STRONG > VARIABLE(S) ENTERED ON STEP NUMBER 2.. TOBMEN TOBACCO MENTHOL X MULTIPLE R .94840 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .89947 REGRESSION 2. .53703 .26852 17.89378 ADJUSTED R SQUARE .84920 RESIDUAL 4. .06002 .01501 STANDARD ERROR .12250 °°------------- VARIAB LES IN THE,EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F RSUGARS .1217401 .63871 .03412 12.727 DESNIC .05337 .15797 .88079 .077 TObMEN .64U0x47 .46455 .24609 6.733 DESMEN -1.53854 -.73832 .02315 3.595 (CONSTANT) 2.101666 TOBNIC .02511 .07230 .83353 .016 TSUGARS .73404 .46365 .04011 .822 TOBPH .03702 .09429 .65227 .027 MOIST -.04062 -.11260 .77255 .039 PUFFCT .06997 .17368 .61943 .093 TPMCIG .03312 .08950 .73437 .024 t TPMPUFF .01895 .05447 .83021 .009 NICCIG .03387 .09306 .75907 .026 NICPUFF .03342 .09'606 .83072 .028 TPMH2O -.03066 -.08587 .78874 .022 TARCIG .05517 .14630 .70705 .066 TARPUFF .05001 .14118 .80120 .061 MENCIG -3.58617 -.80340 .00505 5.461 MENPUFF -5.14741 -.87216 .00289 9.535 SMKPH .05593 .14451 .67108 .064 RDWT .22540 .48492 .46530 .922 NICCONSM .03562 .10014 .79437 .030 NICTRANS .06742 .15687 .54422 .076 TNRATIO -.04255 -.12110 .81441 .045
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CPU fINE REQUIRED.. 4.90 SECONDS 47 AGGREGATE GROUPVARS=INCEII/ 00046000 50891 8291 ~
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NICOTINE-MENTHOL kSM CORRELATIONS TUE. SEP 9, 1980, 2:25 PM PAGE 37 FILE NMMEAN (CREATION DATE = 9/ 9/80) 50891 8250 * * * * * * * * * * * * * *. * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * t VARIABLE LIST 1 _ DEPENDENT VARIABLE.. MINTY < NO - EXTREME MINTY TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 1.. TOBMEN TOBACCO MENTHOL X REGRESSION LIST 2 MULTIPLE R .97852 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .95751 REGRESSION 1. 2.69044 2.69044 112.67148 ADJUSTED R SQUARE .94901 RESIDUAL 5. .11939 .02388 STANDARD ERROR .15453 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F FOtlMEN 2.924902 .97852 .27555 112.671 DESNIC -.077QU -.37769 .99873 .666 (CONSTANT) 2.068477 DESMEN -.44194 -.32633 .02317 .477 TOBNIC -.09777 -.47374 .99761 1.157 TSUGARS -.12388 -.55348 .84816 1.767 RSUGARS -.14235 -.61151 .78412 2.389 TOBPH .12500 .59777 .97180 2.224 MOIST .03523 .15381 .80996 .097 PUFFCT -.11344 -.54702 .98801 1.708 TPMCIG -.10532 -.50333 .97049 1.357 TPMPUFF -.08305 -.39003 .93728 .718 NICCIG -.10309 -.49976 .99852 1.332 NICPUFF -.09226 -.44708 .99792 .999 TPMH2O -.11999 -.55440 .90714 1.775 TARCIG -.100P7 -.48404 .98037 1.224 TARPUFF -.07635 -.35953 .94220 .594 MENCIG -1.36512 -.81365 . .01510 7.835 MENPUFF -2.09245 -.80926 .00636 7.591 SMKPH .03822 .17317 .87254 .124 RDWT -.07509 -.36256 .99067 .605 NICCONSM -.09864 -.47827 .99883 1.186 NICTRANS -.10773 -.47859 .83860 1.188 TNRATIO .09463 .45727 .99220 1.057
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NICOTI.iE-MENiHOL RSM COPdELATIONS TUE. SEP 9, 1980, 2:25 PM PAGE 31 50891 8244 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L R E G R E S S 1 0 N x************ VARIABLE LIST 1 REGRESSION LIST 4 E DEPENDENT VARIABLE.. STREMGTH < NOT - EXTREMELY STRONG > VARIABLE(S) ENTERED ON STEP NUMBER 3.. MENPUFF MENTHOL UG PER PUFF MULTIPLE R .98790 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F R SQUARE .97594 REGRESSION 3. .58269 .19423 40.56000 ADJUSTED R SQUARE .95188 RESIDUAL 3. .01437 .00479 STANDARD ERROR .06920 ----------------- VARIABLE S IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F RSUGARS .1870U25 .98110 .02861 42.734 DESNIC .07767 .46840 .87504 .562 TOBMEN 7.490765 5.43648 2.22299 11.355 DESMEN -.35400 -.22319 .00956 .105 MENPUFF -.6801428E-01 -5.14741 .02203 9.535 TUBNIC .07107 .41376 .81560 .413 (CONSTANI) 1.335348 TSUGARS .16869 .19640 .03262 .080 TOBPH -.00679 -.03507 .64165 .002 MOIST .02455 .13619 .74043 .038 PUFFCT .05257 .26641 .61789 .153 TPMCIG .07878 .43114 .72060 .457 TPMPUFF .10147 .57699 .77796 .998 NICCIG .07484 .41706 .74713 .421 NICPUFF .07691 .44755 .81478 .501 TPMH2O .05514 .30455 .73408 .204 TARCIG .08511 .45954 .70145 .535 TARPUFF .10712 .60867 .77685 1.177 MENCIG 4.18968 .42822 .00025 .449 SMKPH .11422 .59506 .65312 1.096 RDWT .13493 .57559 .43787 .991 NICCONSM .07465 .42573 .78250 .443 NICTRANS .07279 .34616 .54411 .272 TNRATIO -.05634 -.32747 .81278 .240 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 198U. 2:24 PM PAGE 27 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * *. * * * * * * * * * * M U L T I P L E R E 6 R E S S I 0 N t * * * * * * * t t t * * VARIABLE LIST 1 _ DEPENDENT VARIABLE.. THERMMEN MENTHOL THERMOMETER RATING VARIABLE(S) ENTERED ON STEP NUMBER 1.. MENCIG MENTHOL MG PER CIG 50891 8240 REGRESSION LIST 3 MULTIPLE R .86282 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .74445 REGRESSION 1. 258.90439 258.90439 14.56601 ADJUSTED R SQUARE .69335 RESIDUAL 5. 88.87280 17.77456 STANDARD ERROR 4.21599 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE- BETA IN PARTIAL TOLERANCE F MENCIG 31.84255 .86282 8.34329 14.566 DESNIC .17112 .33716 .99207 .513 (CONSTANT) 52.04277 DESMEN -.41408 -.12488 .02324 .063 ~ TOBNIC .15805 .31263 .99978 .433 TSUGARS .18076 .31507 .77636 .441 RSUGARS .17471 .28867 .69763 .364 ( TOBPH .00707 .01360 .94568 .001 TOBMEN -1.66560 -.40482 .01510 .784 MOIST .18443 .32525 .79476 .473 ~' PUFFCT .11509 .22401 .96804 .211 TPMCIG .17407 .33428 .94246 .503 TPMPUFF .24141 .45403 .90388 1.039 ~ NICCIG .17284 .33990 .98833 .522 NICPUFF .18231 .35850 .98814 .590 TPMH2O .13144 .24195 .86589 .249 ( TARCIG .18362 .35521 .95634 .578 TARPUFF .24994 .47172 .91031 1.145 MENPUFF -4.61415 -.43003 .00222 .908 ~ SMKPH .08911 .16639 .89104 .114 RDWT .24184 .47166 .97200 1.144 NICCONSM .16802 .33220 .99897 .496 ~ NICTRANS .20602 .36074 .78347 .598 TNRATIO -.14140 -.27960 .99919 .339 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION t C
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NICOIINE-MENTNOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:26 PM PAGE 62 FILE NMMEAN (CREATION DATE = 9/ 9/80) 50891 8275 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S 1 0 N * * * * * * * * * * * * * VARIABLE LIST 1 -' REGRESSION LIST 8 DEPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > VARIABLE(S) ENTERED ON STEP NUMBER 1.. TARPUFF TAR MG PER PUFF MULTIPLE R .77 725 ANALYSIS OF VARIA NCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .60 411 REGRESSION 1. .46767 .46767 7.62979 ADJUSTED R SQUARE .52 STANDARD ERROR .24 493 RESIDUAL 758 5. .30648 .06130 ----------------- VARIAB LES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TAkPUFF 4.095236 .77725 1.48260 7.630 DESNIC -1.14803 -.52238 .08197 1.501 (CONSTANT) -1.159277 DESMEN -.03817 -.05934 .95697 .014 TOBNIC -.96569 -.55058 .12869 1.740 TSUGAkS -.20518 -.28705 .77481 .359 RSUGARS -.16640 -.23694 .80262 .238 TOBPH .25807 .31223 .57946 .432 TOBMEN -.04372 -.06745 .94220 .018 MOIST .34609 .52977 .92762 1.561 PUFFCT -.99552 -.77490 .23986 6.012 TPMCIG -2.33079 -.87181 .05539 12.671 TPMPUFF -1.32170 -.22799 .01178 .219 NICCIG -1.25578 -.66717 .11174 3.209 NICPUFF -1.22211 -.59730 .09457 2.219 TPMN20 -1.40567 -.81304 .13244 7.801 TARCIG -1.80758 -.73398 .06528 4.672 MENCIG -.05509 -.08354 .91031 .028 MENPUFF -.04820 -.U7376 .92702 .022 (~. SMKPH .15073 .18198 .57702 .137 RDWT -.25271 -.25002 .38753 .267 NICCONSM -1.00640 -.56614 .12528 1.887 NICTRANS -.56056 -.51074 .32864 1.412 TNRATIO .68650 .57564 .27835 1.982
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETT-I FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA AGE MEAN 1.558 MINIMUM 1.000 MAXIMUM 2.000 VALID CASES 206 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DESNIC NICOTINE RSM DESIGN UNIT MEwN -.046 MINIMUM -.866 MAXIMUM .866 VALID CASES 206 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DESMEN MENTHOL RSM DESIGN UNIT MEAN -.U12 MINIMUM -1.000 MAXIMUM 1.OU0 VALID CASES 2U6 MISSING CASES U - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TUE. SEP 9. 1980, 2:27 PM PAGE 6 50891 8289
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NTCOTINE-MENTHOL RSM CORRELATIONS FILE NMMEAN (CREATION DATE = 9/ 9/80) TUE. SEP 9i 1980. 2:24 PM PAGE 16 50891 8229 NICTRANS TNRATIO TONGUE -.17433 .48850 MOIST SMOOTH .21242 -.29823 pUFFCT RICH .458U5 -.07149 TPMCIG LIGHT -.43704 .21711 TPMPUFF SATISFY .45262 -.46918 NICCIG DESNIC .80240 -.95012 NICPUFF DESMEN .39786 .10295 TPMH2O TOSNIC .77896 -.96033 TARCIG TSUGARS .75396 -.45043 TARPUFF PSUGARS .66711 -.33235 MENCIG TOBPH -.40630 .44102 MENPUFF TOBMEN' .40174 .08830 SMKPH SMOKET THERM -.52374 7 .58905 .51043 .48465 .52389 .54739 .67688 .47958 .43278 .40712 39689 43514 THERMMEN .2 288 5374 .36923 .57497 #4429; -- .49578 .53291 .62602 .54953 .72274 .59627 . 5819 . 66285 STRENGTH . 6 40990 .26567 .37102 .48572 .26404. .27411 .42979 .35589 '.48592 . 516 . 36421 DRAw . - 45 .47006 .42993 .39147 .33180 .29378 .40243 .44135 .43547 7M4 7 34 . 05548 ARTIFICL . 882 16 0 .26121 .05189 -.16190 .06903 .01929 .03668 .06258 -.13796 -.06830 . - 06756 . - 26576 HOT . 6 4 .03840 -.14431 -.29496 -.20349' -.26085 -.11372 -.13879 -.26532 .46905 . 47344 . - 38026 MINTY .0L037 455 -.07807 -.31361 -.49599 -.30966 -.36545 -.39310 -.27558 -.43458 -.00285 . 00650 . - 56377 HARSH . 11 - U77 -.00495 4 .06588 .16722 -.06524 -.04740 .18935 .03829 .16332 .95050 . 96211 . 38269 MENTHOL . 61 35 .5 876 .39303 .19059 .36117 .28299 .36214 .40078 .21694 .28887 . 26467 . - 29921 TOdACCU . 126 1 .1(12U6 .09293 .13744 -.01615 -.01U69 .20686 .07457 .14006 .91662 . 92448 . 6 2570 BITTER -.5 435 - 2U0 .63400 .77020 .81631 .79758 .82954 .69139 .76993 .81664 -.22743 . 24647 - . , 66193 TONGUE . 57 1 4 .07263 -.08827 -.22505 -.05452 -.08343 -.27058 -.03234 -.14009 -.30293 . 29438 - . - 26253 SMOOTH .86 1 - 04925 -.21U16 1 -.21117 -.24631 -.30864 -.37376 -.31921 -.18676 -.18441 .38484 . 37912 . - 50385 RICH . 4449 6889 . .37812 .56364 .35837 .42705 .34551 .37430 .56602 .07275 . 07556 . 75838 LIGHT . 1 0 .12859 .25302 .41560 .17030 .20811 .32494 .23773 .40765 .72954 . 72757 . 47078 SATISFY -. 2255 11194 -.38931 -.48269 -.51752 -.35753 -.36463 -.54323 -.45533 -.52601 -.75652 . - 75911 . - 62104 DESNIC . - 520 .43K86 .62632 .75708 .59221 .62401 .53777 .63346 .77725 .18263 . 16529 . 59247 UESMEN . 35 45717 .92091 .97496 .95640 .98320 .99237 .92969 .97301 .95814 .08905 . 05985 . 61309 TObNIC . - 5354 .07596 .14072 .23007 .01455 .02421 .29820 .10405 .20744 .98831 . 99123 . 32775 TSUGARS . 6 .92865 .97055 .93311 .98905 .99045 .91702 .97007 .93344 .01481 . - 01766 . 53006 RSUGARS .22858 .67221 .55932 .43807 .52549 .46133 .49426 .58141 .47455 .47290 . 43672 . - 22240 TOBPH .37383 .58847 .51010 .40612 .45121 .38329 .44629 .52804 .44421 .54988 . 51531 . - 23158 TOBMEN -.02792 -.62424 -.68226 -.6U620 -.61420 -.56570 -.56493 -.68979 -.64849 -.23306 . 20623 - . - 16722 MOIST .43594 1 0 .10948 .17178 .25044 .03853 .04565 .30472 .14009 .24042 .99242 . 99682 . 35702 PUFFCT .0U 0U 4 -.45241 -.37857 -.29906 -.47503 -.50170 -.41065 -.37015 -.26903 .45303 . 45557 . - 35286 TPMCIG -. 5241 1.0000U .95723 .85979 .96624 .94391 .90599 .96401 .87186 .17877 . 14278 ' . 33856 TPMPUFF -.37857 9 .95723 1.00000 .96683 .98755 .98201 .95917 .99745 .97191 .23987 . 20616 . . 53097 NICCIG -.2 90e 7 .85979 .96683 1.00000 .94019 .95499 .95385 .95500 .99409 .31004 . 28119 . 68486 NICPUFF -.4 503 .96624 .98755 .94019 1.00000 .99517 .93974 .98846 .94247 .10805 . 07310 . 48397 TPMH2O -.50170 10 .94391 .98201 .95499 .99517 1.00000 .94797 .97918 .95154 .10890 . 07637 . 55677 TARCIG -.4 65 .90599 .95917 .95385 .93974 .94797 1.00000 .93811 .93143 .36621 . 33658 . 62595 TARPUFF -.37015 - 269 .96401 .99745 .95500 .98846 .97918 .93811 1.00000 .96681 .20896 . 17446 . 49262 MENCIG . 03 .87186 .97191 .99409 .94247 .95154 .93143 .96681 1.00000 .29949 . 27015 . 65037 MFNPUFF .45303 45 .17877 .23987 .31004 .10805 .10890 .36621 .20896 .29949 1.00000 . 99889 . 33009 SMKPH . 557 .14278 .20616 .28119 .07310 .07637 .33658 .17446 .27015 .99889 . 1 00000 . 33664 RDwT -.35286 - .33856 .53097 .68486 .48397 .55677 .62595 .49262 .65037 .33009 . 33664 . 00000 1 .25747 .92177 .84693 .75161 .86541 .83702 .75228 .87191 .78261 .16734 . .13008 . .15943 L
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NICOTINE-MENTHOL RSM COR,tELATIONS TUE. SEP 9, 1980, 2:26 PM PAGE 61 FILE NMMEAN (CREATIOw DATE = 9/ 9/80) 50891 8274 * * * * * * * * * * * * * t * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * +r t * * * * * * * e * VARIABLE LIST I REGRESSION LIST 7 DEPENDENT VARIABLE.. LIGHT < NOT - EXTREMELY LIGHT TASTE > SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA TOBMEN TOBACCO MENTHOL X .77104 .59450 .59450 -.77104 -2.996326 -3.70939 DESMEN MENTHOL RSM DESIGN UNIT .89402 .79926 .20477 -.69318 .7775359 2.97299 (CONSTANT) 5.291107
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NICOTINE-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980, 2:26 PM PAGE 68 CPU TIME RE®UIRED.. 24.39 SECONDS 61 FINISH 00059000 50891 8281 NORMAL END OF J08. 61 CONTROL CARDS WERE PROCESSED. ~ 0 ERRORS WERE DETECTED. L
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40 VARIABLES=SMOKET TO SATISFYrSMOKEU.OESMIC.DESMEN/ U0047000 49 AGGSTATS=MEAN/ 00048000 50 RMISS=-1/ 00049000 - 51 OPTIONS 3 - 00050000 52 STATISTICS 1 00051000 ***** AGGREGATE PROBLEM REQUIRES i1952 BYTES WORKSPACE ***** 50891 8292 . C
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NICOTI+aE-MENTHOL'RSM CORRELATIONS _ TUE. SEP 9, 1980, 2:26 PM PAGE 65 FILE NMMEAN (CREATION OATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E i)EPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > 50891 8278 R E G R_E S S I 0 N * t**** t t***** VARIABLE LIST 1 REGRESSION LIST 8 VARIANLE(S) ENTERED ON STEP NUMBER 4.. NICCIG NICOTINE MG PER CIG MULTIPLE R .99963 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .99926 REGRESSION 4. .77357 .19339 675.52063 ADJUSTED R SQUARE .99778 RESIDUAL 2. .0U057 .00029 STANDAKD ERROR .01692 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN TH E ECUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TARPUFF TPM I 23.25748 4.41410 .62823 1370.508 DESNIC .22770 .68500 .00669 .884 C G SAKPH -1.153804 -1 9 53 -4.84213 .04891 556.477 DESMEN -.01158 -.24378 .32779 .063 NICCIG . 7 72 -.38490 .12269 157.132 TUBNIC -.02247 -.09706 .01379 .010 (CONSTANT) 3.105703 -4 395295 1.4U014 .30667 102.423 TSUGARS .01244 .18915 .17106 .037 . RSUGARS .00006 .00066 .09581 .000 TOBPH .00002 .00036 .25723 .000 TOBMEN -.00119 -.02170 .24430 .000 MOIST -.09474 -.74422 .04564 1.241 PUFFCT .14665 .75445 .01958 1.321 TPMPUFF -.29327 -.93523 .00752 6.978 NICPUFF -.77654 -.52626 .00034 .383 TPMH2O -.10017 -.74253 .04064 1.229 TARCIG .56685 .97621 .00219 20.273 MENCIG -.00818 -.15108 .25204 .023 MENPUFF -.00688 -.12570 .24725 .016 ROWT .04468 .62314 .14389 .635 NICCONSM .04256 .12574 .00646 .016 NICTRANS .00357 .06160 .21983 .004 TNRATIO -.14122 -.43319 .00696 .231 i ,E
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F NICOTINE MENTHOL HEXAGON RSM - TOM PERFETT.I TUE. SEP 9, 1980. 2:27 PM PAGE 5 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA SMOOTH < NOT - EXTREMELY SMOOTH TASTE > 50891 8288 MEAN VALID CASES 4.522 205 MINIMUM MISSING CASES 1.00U 1 MAXIMUM 7.000 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 6 RICH < NOT - EXTREMELY RICH FLAVOR > MEAN 3.9u2 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 205 MISSING CASES 1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - LIGHT < NOT - EXTREAELY LIGHT TASTE > MEAN 4.150 MINIMUM 1.U0G MAXIMUM 7.U00 VALID CASES 206 MISSING CASES 0 - - - - - - - - - - - - - a - - - - - - - - - - - - - - - - - - - - - SATISFY < NOT - EXTREMELY SATISYING > MEAN 4.263 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 205 MISSING CASES 1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - UBRAND MEAN 8202.4U6 MINIMUM 696.000 MAXIMUM k 8854.000 VALID CASES 2U6 MISSING CASES 0 t - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SMOKEU MEAN 1.892 MINIMUM 1.000 MAXIMUM 3.000 VALID CASES 204 MISSING CASES 2 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SEX MEAN 1.456 MINIMUM 1.000 MAXIMUM 2.000 VALID CASES 206 MISSING CASES 0 . C" L
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31 OPTiONS 7 ~ 000301U0 32 STATISTICS 1.1U.11 00031000 (; GIVEN wORKSPA_CE ALLOWS FOR 225U TOTAL VALUES AND 225 LABELED VALUES_pER VARIABLE FOR 'FREQUENCIES' 33 READ INPUT DATA 00032000 50891 8298 d i
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NICOTINE-MENTHOL RSM CURdELATIONS TUE. SEP 9, 1980, 2:25 PM PAGE 38 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * # * * * * * * * x * * M U L T I P L E OEPENDtNT VARIABLE.. MINTY < NO - EXTREME MINTY TASTE > 50891 8251 R E G R_E S S I 0 N **** x x x x x x x x x VARIABLE LIST 1- REGRESSION LIST 2 VANIABLE(S) ENTERED ON STEP NUMBER 2.. MENCIG MENTHOL MG PER CIG MULTIPLE R .99279 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .98564 REGRESSION 2. 2.76948 1.38474 137.26907 ADJUSTED R SQUARE .97846 RESIDUAL 4. .04U35 .01009 STANDARD ERROR .10044 ----------------- VARIAB LES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TUBMEN 6.974448 2.33330 1.45773 22.891 DESNIC -.00564 -.04228 .80798 .005 MENCIG -4.528431 -1i.36512 1.61777 7.835 DESMEN -.00348 -.00405 .01949 .0U0 (CONSTANT) 1.969602 TOBNIC -.01519 -.10847 .73216 .036 TSUGARS .03538 .17614 .35597 .096 RSUGARS .03648 .15585 .26209 .075 TOBPH .U4536 .31205 .67974 .324 MOIST .07206 .53187 .78240 1.183 PUFFCT -.02469 -.16768 .66224 .087 TPMCIG -.01149 -,U7738 .65150 .018 TPMPUFF .00891 .06160 .68673 .011 NICCIG -.01132 -.07762 .67570 .018 NICPUFF -.00718 -.05118 .72995 .008 TPMH2O -.03412 -.22736 .63751 .164 TARCIG -.00508 -.03432 .65643 .004 TARPUFF .01606 .11182 .69659 .038 MENPUFF -.73130 -.09032 .00022 .025 SMKPH .00034 .00256 .83367 .000 ROWT .03556 .23963 .65220 .183 NICCONSM -.01161 -.08159 .70898 .020 NICTRANS .00113 .0U696 .54450 .000 TNRATIO .01718 .12497 .75992 .048 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOTINE-MENTHOL RSN CORRELATIONS TUE. SEP 9, 1980. 2:26 PM PAGE 64 50891 8277 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * t * * VARIABLE LIST 1 _ - REGRESSION LIST 8 DEPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > VARIABLE(S) ENTERED ON STEP NUMBER 3.. SMKPH SMOKE PH MULTIPLE R .98050 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .96138 REGRESSION 3. .74425 .24808 24.89543 ADJUSTED R SQUARE .92277 RESIDUAL 3. .02990 .00997 STANDARD ERROR .09983 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TARPUFF 20.87387 3.96171 3.43613 36.903 DESNIC .97881 .93217 .03502 13.261 TPMCIG -.7202983 -3.02285 .13930 26.737 DESMEN -.16896 -.80335 .87303 3.640 SMKPH -1.514579 -.37904 .72373 4.380 TOBNIC .72350 .84343 .05248 4.929 (CONSTANT) -4.458134 TSUGARS -.22314 -.60666 .28543 1.165 RSUGARS -.28568 -.83365 .32883 4.557 TOBPH .19082 .66270 .46574 1.566 TOBMEN -.17832 -.83832 .85347 4.729 MOIST -.34713 -.94976 .28908 18.417 f, PUFFCT .33623 .24176 .01997 .124 TPMPUFF .12345 .05544 .00779 .006 NICCIG 1.40014 .99038 .01932 102.423 NICPUFF 1.09181 .97729 .03094 42.549 TPMH2O -.35308 -.37750 .04414 .332 TARCIG 1.96962 .50952 .00258 .701 MENCIG -.17894 -.84373 .85852 4.942 MENPUFF -.17906 -.84550 .86102 5.014 RDWT .19133 .38838 .15912 .355 NICCONSM .88299 .91729 .04168 10.613 NICTRANS -.06397 -.15473 .22596 .049 TNRATIO -.61093 -.97037 .09742 32.260 C-~ .
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUEi SEP 9. 1980. 2:30 PM PAGE 2 18 NINTY < NO - EXTREME MINTY TASTE >/ 00018000 50891 8297 19 HARSH < NOT - EXTREMELY HARSH TASTE >/ 00U19000 20 MENTHOL < NO - EXTREME MENTHOL TASTE.>/ 00020000 21 TOBACCO < NO - EXTREME TOBACCO TASTE >/ 00021000 22 BITTER < NOT - EXTREMELY BITTER TASTE >/ 000220U0 23 TONGUE < NO - EXTREME TONGUE BITE >/ 000230U0 24 SMOOTH < NOT - EXTREMELY SMOOTH TASTE >/ 00024000 25 RICH < NOT - EXTREMELY RICH FLAVOR >1 00025000 26 LIGHT < NOT - EXTREMELY LIGHT TASTE >1 00026000 27 SATISFY < NOT - EXTREMELY SATISYING >/ 00027000 28 DESNIC NICOTINE RSM DESIGN UNIT/ 00028000 29 DESMEN MENTHOL RSM DESIGN UNIT/ 00029000 30 FREQUENCIES GENERAL=ALL 00U30000
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r NICOTI•+E-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980, 2:25 PM PAGE 40 50891 8253 FILE NMMEAN (CREATIOid DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 - DEPENDENT VARIABLE.. HARSH < NOT - EXTREMELY riARSH TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 1.. RSUGARS REDUCING SUGARS REGRESSION LIST 3 MULTIPLE R .71104 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .50558 REGRESSION 1. .07926 .07926 5.11276 ADJUSTED R SQUARE .40669 RESIDUAL 5. .07751 .01550 STANDAkD ERROR .12451 °°--°--------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F RSUGARS .6944681E-01 .71104 .03071 5.113 DESNIC .01910 .02572 .89717 .003 (CONSTANT) 2.237360 DESMEN -.16204 -.20512 .79230 .176 TOBNIC .06402 .08575 .88711 .030 TSUGARS -.01894 -.00574 .04538 .000 TOBPH -.34656 -.40200 .66526 .771 TOBMEN -.12314 -.155U8 .78412 .099 MOIST -.39921 -.52658 .86025 1.535 PUFFCT .19938 .22926 .65371 .222 TPMCIG .04099 .05014 .73980 .010 TPMPUFF -.11756 -.15279 ,835U7 .096 NICCIG .05066 .06429 .79641 .017 NICPUFF .01225 .01610 .85309 .001 TPMH2O .05596 .07123 .80083 .020 TARCIG .03512 .04241 .72118 .007 TARPUFF -.12323 -.15701 .80268 .101 MENCIG -.14637 -.17387 .69763 .125 MENPUFF -.13852 -.16883 .73446 .117 SMKPH -.14217 -.19670 .94637 .161 RDWT -.10005 -.10343 .52842 .043 NICCONSM .05783 .07592 .85216 .023 NICTRANS -.04794 -.05079 .55496 .010 TNRATIO -.08930 -.11978 .88954 .058 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION L.
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NICOTINE-MENTHOL RSM CORRELATIONS TUEi SEP 9, 1980, 2:25 PN PAGE 43 FILE Nr1ME4N (CREATION DATE = 9/ 9/80) 50891 8256 x x x x x x x x x x x x* x x x x x x x x x x M U L T I P L E R E G R E S S I 0 N x x x x x x x x x x x x x VARIABLE LIST I - REGRESSION LIST 1 DEPENDtNT VARIABLE.. MENTHOL < NO - EXTREME MENTHOL TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 1.. TUBMEN TOBACCO MENTHOL X MULTIPLE R .94206 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SDUARE .88748 REGRESSION 1. 4.65750 4.65750 39.43719 ADJUSTED R SQUARE .86498 RESIDUAL 5. .59050 .11810 STANUARD ERROR .34366 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TOBMEN 3.848363 .94206 .61281 39.437 DESNIC -.05598 -.16679 .99873 .114 (CONSTANT) 2.481493 DESMEN -.62565 -.28389 .02317 .351 TOBNIC -.07444 -.22166 .99761 .207 TSUGARS .06369 .17486 .8481o .126 RSUGARS .00475 .01254 .78412 .001 TOBPH .17483 .51381 .97180 1.435 MOIST -.07336 -.19683 .80996 .161 PUFFCT -.00109 -.00324 ,98801 .000 TPMCIG -.07100 -.20852 .97049 .182 TPMPUFF -.10507 -.30326 .93728 .405 NICCIG -.05253 -.15649 .99852 .100 NICPUFF -.05381 -.16024 .99792 .105 TPMH2O -.08842 -.25107 .90714 .269 TARCIG -.05856 -.17285 .98037 .123 TARPUFF -.09174 -.26546 .94220 .303 MENCIG -1.21287 -.44424 .01510 .984 MENPUFF -2.29427 -.54527 .00636 1.693 S1KPH -.09086 -.25301 .87254 .274 RDwT .07683 .22798 .99067 .219 NICCONSM -.06189 -.18439 .99883 .141 NICTRANS .04646 .12683 .83860 .065 TNWATIO .00267 .00792 .99220 .000 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9. 1980. 2:26 PM PAGE 67 8280 50891 FILE NMMEAN (CREATION DATE - 9/ 9/80) * * * * * * * * * * * * k * * * * * * * * * * N U L T I P L E R E G R -E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST I DEPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > REGRESSION, LIST 8 SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANG E SIMPLE R B BETA TAHPUFF TAR MG PER PUFF .77725 .60411 .60411 .77725 22.69577 4.30749 TPMCIG TPM MG PER CIG .95132 .90501 .30090 .62632 -1.250519 -5.24801 SMKPH SMOKE PH .98050 .96138 .05637 .59247 -1.359715 -.34028 NICCIG NICOTINE MG PER CIG .99963 .99926 .03788 .59221 2.926923 1,31954 TARCIG TAR MG PER CIG .99998 .99997 .U0070 .63346 .1797359 .58685 (CONSTANT) -5.351757 L
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50891 8283 SPSS BATCH SYSTEM TUE, SEP 9, 1980, 2:26 PM PAGE 1 SPSS FOR THE HP/3000 SUMMER-RELEASE, VERSION 8.0. JUNE 15, 1980, MCMASTER UNIVERSITY. USER: THOMAS COMPSYS STEICHEN DEFAULT SPACE ALLOCATION.. ALLOWS FOR.. 35 TRANSFORMATIONS WORKSPACE 24500 BYTES 140 RECODE VALUES + LAG VARIABLES TRANSPACE 350U BYTES 56U IF/COMPUTE OPERATIONS 1 NUMBERED 2 RUN NAME NI 3 FILE NAME NM 4 VARIABLE LIST IN 5 HO 00001000 COTINE MENTHOL HEXAGON RSM - TOM PERFETTI 00002000 PANEL HEXAGON RSM PANEL DATA 00003000 CELL.SMOKET.THERM.THERMMEN,STRENGTH.DRAW.ARTIFICLi 00004000 T.MINTY.HARSH.MENTHOL.TOBACCO.BITTER,TONGUE. 00005000 6 SM 7 N OF CASES 27 OOTHPRICH.LIGHT.SATISFY.UBRAND.SMOKEU.SE)(.AGE .00U06000 0 8 INPUT MEDIUM DI 9 INPUT FORMAT FI 00007000 SC (NMPANEL) 00008000 XED (F1.0.F3.0.2F4.0.14F2.OiF5.Ur3F2.0) 00009000 ACCORDING TO YOUR INPUT FORM AT, VARIABLES ARE TO BE READ AS FOLLOWS VARIABLE FORMAT RECORD COLUMNS INCELL F 1. 0 1 1- 1 SMOKET F 3. 0 1 2- 4 THERM F 4. U 1 5- 8 THERMMEN F 4. 0 1 9- 12 STRENGTH F 2. U 1 13- 14 DRAW F 2. 0 1 15- 16 ARTIFICL F 2. 0 1 17- 18 HOT F 2. 0 1 19- 20 MINTY F 2. 0 1 21- 22 HARSH F 2. 0 1 23- 24 MENTHOL F 2. 0 1 25- 26 TOBACCO F 2. 0 1 27- 28 BITTER F 2. 0 1 29- 30 TONGUE F 2. 0 1 31- 32 SMOOTH F 2. 0 1 33- 34 RICH F 2. 0 1 35- 36 LIGHT F 2. 0 1 37- 38 SATISFY F 2. 0 1 39- 40 UBRANO F 5. 0 1 41- 45 SMOKEU F 2. 0 1 46- 47 SEX F 2. 0 1 48- 49 AGE F 2. 0 1 50- 51 THE INPUT FORMAT PROVIDES FOR 22 VARIABLES. 22 WILL BE READ IT PROVIDES FOR 1 RECOKDS ('CARDS') PER CASE. A MAXIMUM OF 51 'COLUMNS' ARE USED ON A RECORD. 1U 00 REPEAT I=1.2.3.4.5.6.7/ 00010000 11 D2=1..5.-.5.-1.-.5..5.0/ 00011000 12 D1=0i-.866.-.866.U..866r.866.0/ 00012000 13 IF (INCELL EQ I) DESNIC=D1 00013000 14 IF (INCELL EQ 1) DESMEN=D2 00014000 15 END REPEAT 00015000
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NICOTINE MEVTHOL HEXAGON RSM - TOM PERFETTS TUE, SEP 9, 1980, 2:27 PM PAGE 7 TRANSPACE REQUIRED.. 230U BYTES 23 TRANSFORMATIONS U RECODE VALUES + LAG VARIABLES 11.5 IF/COMPUTE OPERATIONS CPU TIME REQUIRED.. 20.48 SECONDS 50891 8290 46 SORT CASES INCELL (A) 00045000
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:26 PM PAGE 56 50891 8269 FILE NMMEAN (CREATION DATE = 9/ 9/80) t OEPENDtNT VARIABLE.. SMOOTH < NOT - EXTREMELY SMOOTH TASTE > SUMMARY TABLE * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E 6 R.E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 5 VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R 8 BETA SMKPH SMOKE PH .75838 .57513 .57513 .75838 2.457442 .75838 (CONSTANT) -11.11147
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r NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 2:27 PM PAGE 4 FILE NMPANEL (CREATION DATE = 9/ 9/8U) HEXAGON RSM PANEL DATA .1i. HOT < NOT - EXTREMELY HOT TASTE > ( MEAN 2.863 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 205 MISSING CASES 1 r - - - - - - - _ - _ - .. - - - - _ - - - - _ - - - - - - - - - - - - - MINTY < NO - EXTREME MINTY TASTE > MEAN 3.010 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 205 MISSING CASES 1 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - HARSH < NOT - EXTREMELY HARSH TASTE > MEAN 3.029 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 204 MISSING CASES 2 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - MENTHOL < NO - EXTREME MENTHOL TASTE > idEAN 3.897 MINIMUM 1.000 MAXIMUM 7.0U0 VALID CASES 204 MISSING CASES 2 - - - - - - - - - - - - - " - - - - - - - - - TOBACCO < NO - EXTREME TOBACCO TASTE > MEAN 3.667 MINIMUM 1.000 MAXIMUM 7.0U0 VALID CASES 204 MISSING CASES 2 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - BITTER < NOT - EXTREMELY BITTER TASTE > MEAN 2.537 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 205 MISSING CASES 1 TONGUE < NO - EXTREME TONGUE BITE > MEAN 2.463 MINIMUM 1.000 MAXIMUM 7.000 50891 8287 VALID CASES 205 MISSING CASES 1 - - - - - - - - - - - - - - - .. - - - - - - - - - - - - - - - - - - -
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9. 1980, 2:25 PM PAGE 46 FILE NMMEAN (CREATION DATE = 9/ 9/80) 50891 8259 * * * * * * * * * * * * t * * * * * * * * * * N U L T I P L E R E G R E S S 1 0 N * t * +t * * * ir * * * * * VARIABLE LIST - REGRESSION LIST DEPENDENT VARIABLE.. TOBACCO < NO - EXTREME TOBACCO TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 2.. NICTRANS NICOTINE TRANSFERED MULTIPLE R .97863 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .95772 REGRESSION 2. .25119 .12560 45.30284 ADJUSTED R SQUARE .93658 RESIDUAL 4. .01109 .00277 STANDARD ERROR .05265 ---°-°--------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F # DESNIC .4349309 1.47090 .05094 72.900 DESMEN .00650 .02358 .55555 .002 NICTRANS -.7228976 -.74764 .16657 18.834 TOBNIC -.37221 -.24189 .01786 .186 (CONSTANT) 8.354868 TSUGARS -.11293 -.30339 .30515 .304 RSUGARS -.09545 -.30284 .42564 .303 TOBPH .14913 .58162 .60315 1.534 TOBMEN -.02153 -.U8165 .60783 .020 MOIST .08089 .32033 .66308 .343 PUFFCT -.57908 -.74852 .07064 3.823 TPMCIG -.45256 -.36222 .02708 .453 TPMPUFF .34324 .46044 .07608 .807 NICCIG -.34457 -.23549 .01975 .176 NICPUFF .63659 .26582 .00737 .228 TPMH2O -.09067 -.11909 .07294 .043 TARCIG -.40738 -.35688 .03245 .438 TARPUFF .26599 .35376 .07479 .429 MENCIG -.01892 -.06863 .55649 .014 MENPUFF -.01859 -.06889 .58032 .014 SMKPH .07622 .28462 .58952 .264 RDWT .00284 .00571 .17061 .000 NICCONSM -.31985 -.22968 .02180 .167 TNRATIO .07343 .10165 .08102 .031 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION .
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NICOTTNE-MENTMOL RSM CORdELATIONS P T E FILE NMMEAN (CREATION DATE = 9/ 9/80) U . SE 9, 1980, 2;24 PM PAGE . 15 50891 8228 r SMOKET THERM THERMMEN STRENGTH DRAW ARTIFICL HOT MINTY HARSH MENTHOL TOBACCO BITTER TNHATIO -.62085 -.34786 -.11676 -.20591 -.14378 .21211 .24382 .18030 -.31575 .U8583 -.76473 -.01347 TONGUE SMOOTH RICH LYGHT SATISFY DESNIC DESMEN TOBNIC TSU6ARS RSUGARS TOBPH T08MEN SMOKET THERM -.55205 .03197 3 -.35431 .0 QA12- .50105 .42261 .46151 .34085 21645 08440 39853 THE .04031 .71208 -.46939 .52747 7 .46894 28491 . 33082 . - 30118 . 4 5 RMMEN STRE GTH .35538 .4084U ,~937:13 -.53045 .5T534 .24660 843 .17079 . ,5 . 59 3 . - 19440 5 ~83~114 N DRAW .53425 .02125 .61416 -.60421 .29171 .26839 460 .21282 83450 . 545 . - 42340 7b~ 1 ARTIFICL -.03041 -.67286 -.60231 -.22964 -.64994 .02551 -.11929 .05371 • 8 1 6 . - 233U0 . 3 - 04886 HOT .45122 -.69578 -.10443 -.39214 -.60149 -.28068 .43650 -.29149 .44367 . 46512 , - 14194 . 48613 MI TY .32251 -.60416 -.31541 -.00841 -.59747 -.36275 -.03851 -.36927 .26475 . 21988 . 07935 . 7 0 4 N HARSH .32741 .18296 .76695 -.73313 .16622 -.04291 .95688 -.14535 .27622 . 34303 . - 04285 . 3 5 97852 MENT OL .35694 -.64523 -.28969 -.38568 -.32283 .24515 .19566 .29569 .69386 . 71104 . 64194 - . 233 1 H T08ACCU .28399 .0G765 .70983 -.66817 .05315 -.022.52 .91659 -.12030 .42110 . 44143 . 01170 . 8 94206 13ITTER -.47311 .68628 .U6357 -.19295 .73721 -.29384 .86810 -.U2U38 . - 06770 . - 46427 . - 26099 TONG E .07416 -.08273 -.26798 .05106 -.14049 - -.36820 -.06156 .09111 . 00211 . 01728 . - 25196 U SMOOTH 1.00000 -.30829 .13788 -.16109 -.U2U5 -.38254 .32646 -.37019 .43670 . 58407 . - 38526 . 35484 RICH -.3U82U 1.00000 .60332 -.20720 .48309 .06467 .40196 -.20132 . -.22258 . - 01270 . 08932 .13788 .60332 1.00000 -.39156 .19363 .74201 .09575 31941 33076 . 07885 . 7 LIGHT -.16109 -.39156 1.00000 -.25128 -.40974 -.69318 -.33624 . -.25074 . - 32390 . 56866 . 2449 - 771 4 SATISFY -.02835 .63101 -.25128 1.00000 .65061 .12471 .60124 .20986 . 21170 . 35449 - . 0 14567 DESNIC DESM N -.38254 .483t19 .19363 -.40974 .65061 1.00000 .00000 .99067 .39280 . 32068 . - 58736 . 03566 E T08N .32646 .06467 .74201 -.69318 .12471 .00000 1.00000 -.07650 .38166 . .45574 . - 09974 . 98835' IC TSUGARS -.3709 .40196 .09575 -.33624 .60124 .99067 -.07650 1.00000 .40562 .33599 . - 61854 . - 04887 R .43670 -.20132 .31941 -.25074 .20986 .39280 .38166 .40562 1.00000 97704 . - 49141 . 389 6 SUGARS TOtdPH .58407 -.22258 .33076 -.32390 .21170 .32068 .45574 .33599 .97704 . 1.00000 . - 57857 . 6 46463 TOiiMEN -.38526 -.01270 .07885 .56866 -.35449 -.58736 -.09974 -.61854 . -.49141 - 57857 . 00000 1 . - 16793 M .35484 .08932 .72449 -.77104 .14567 .03566 ;9883'5 -.04887 .38966 . 46463 . - 16793 . 1 000 0 OIST F .86114 -.04925 .44491 -.02255 .11194 -.52035 .45717 -.53546 22858 . 37383 . - 02792 . 0 4 5 PU FCT TPM -.21016 .16889 .12859 -.38931 .43886 .92091 .07596 ;92865 . .67221 . 58847 . - 62424 . 94 3 10948 CIG TPMPUFF -.21117 .37812 .25302 -.48269 .62632 .97496 .14072 .97055 .55932 . 51010 . - 68226 . 17178 N C -.24631 .56364 .41560 -.51752 .75708 .95640 .23007 .93311 .43807 . 40612 . - 60620 . 250 4 I CIG NICP F -.30864 .35837 .17030 -.35753 .59221 .98320 .01455 .98905 .52549 . 45121 . - 61420 . 4 038 uF TPMH -.37376 .42705 .2U811 -.36463 .62401 .99237 .02421 .99045 .46133 . 38329 . - 5657U . 53 04 5 2O TARCIG -.31921 .34551 .32494 -.54323 .53777 .92969 .29820 .91702 .49426 . 44629 . - 56493 . 56 30472 TARPUFF -.18676 .37430 .23773 -.45533 .63346 .97301 .10403 .97007 .58141 . 52804 . - 68979 . 14009 MENC G -.18441 .56602 .40765 -.52601 .77725 .95814 .20744 .93344 .47455 . 44421 . - 64849 . 24 I MENPUFF .38484 .07275 .72954 -.75652 .18263 .08905 :'9"31 .01481 .47290 . 54988 . - 23306 . 042 :99242' MK .37912 .07556 .72757 -.75911 .16529 .05985 .'99T23 -.01766 .43672 . 51531 . - 20623 996 2 S PH RDWT -.50385 .75838 .47078 -.62104 .59247 .61309 .32775 .53006 -.22240 . -.23158 . - 16722 . 8 35702 NICC S -.07867 .21504 .28450 -.20370 .51035 .80017 .06814 .79720 .79368 68672 . - 45975 . 09659 ON M -.34032 .38409 .11385 -.32950 .60085 ~..98&80_._. -.06233 .99796 .45807 . .38450 . -.61999 . -.03424
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r NICOTINE MENTHOL HEZAGON RSM - TOM PERFETJI TUE, SEP 9, 1980, 2:29 PM PAGE 8 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA - - - - - - - - - - - - - - - - - - GROUP VARIABLES.. A G G R E G A T-E - - - - - - - - - - - - - - - - - - - INCELL RSM POINT IDENTIFYER 50891 8293 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - GROUP-ID 1 TOTAL N 20 GROUP-VALUES 1. GROUP-ID 2 TOTAL N 28 GROUP-VALUES 2. GROUP-ID 3 TOTAL N 27 GRO~UP-VALUES 3. GROUP-ID 4 TOTAL N 22 GROiUP-VALUES 4. GROUP-ID 5 TOTAL N 23 GR0ll1P-VALUES 5. GROUP-ID 6 TOTAL N 21 GROUP-VALUES 6. GROUP-ID 7 TOTAL N .65 GROUP-VALUES 7. I c ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTJ TUE. SEP 9, 1980. 2:30 PM PAGE 6 CPU TIME REWUIRED.. 5.48 SECONDS 34 SAVE FILE NMMEANM 000330U0 FILE NMMEANM HAS BEEN SAVED WITH 23 VARIABLES.. SEWNUM SUBFILE CASWGT CELL SMOKET THERM THERMMEN STRENGTH DRAW ARTIFICL HOT MINTY HARSH MENTHOL TOBACCO BITTER TONGUE SMOOTH RICH LIGHT SATISFY DESNIC DESMEN THE SUBFILES ARE.. 50891 8302 NO OF NAME CASES I4 NMMEANM 7 35 FINISH~ 0UU34000 CPU TIME REOUIRED.. 1.9U SECONDS NORMAL END OF JOP. 35 CONTROL CARDS WERE PROCESSED. 0 ERRORS WERE DETECTED. L.
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END OF PROGRAM :PURGE NMMEANM 00012000 :RESET FTN09 00013000 A FILE COMMAND NOT FOUND. (CIWARN 362) :SPSS NMSAVEMI STD 00014000 50891, 8295 f c . £.
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END OF PROGRAM :SPSS NMCORRM STD 00015000 50891 8303
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r- NICOTIKE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:25 PM PAGE 50 50891 8263 FILE NMIMEAN (CREATION DATE = 9/ 9/80) ** ******************** t M U L T I P L E R E 6 R E S S I 0 N t t t* t t t t t t t t t VARIABLE LIST ` REGRESSION LIST DEPENDENT VARIABLE.. TONGUE < NO - EXTREME TONGUE BITE > VARIABLE(S) ENTERED ON STEP NUMBER 2.. TOBPH TOBACCO PH MULTIPLE R .93389 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .87214 REGRESSION 2. .08756 .04378 13.64247 ADJUSTED R SQUARE .80821 RESIDUAL 4. .01284 .00321 STANDARD ERROR .05665 r' ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F MOIST .6100804 .85105 .12821 22.641 DESNIC -.41461 -.70214 .36669 2.917 TOBPH -.7915156 -.36151 .39160 4.085 DESMEN -.12594 -.31175 .78343 .323 (CONSTANT) -1.078965 TOBNIC -.44305 -.69173 .31166 2.753 TSUGARS .09058 .21380 .71231 .144 RSUGARS .10567 .21660 .53722 .148 TOBMEN -.09783 -.24252 .78568 .187 PUFFCT -.13047 -.22769 .38941 .164 TPMCIG -.36043 -.61834 .37630 1.857 TPMPUFF -.39606 -.80835 .53260 5.656 NICCIG -.33234 -.57319 .38034 1.468 NICPUFF -.36722 -.65918 .41198 2.305 TPMH2O -.34869 -.68877 .49888 2.708 TARCIG -.32517 -.55496 .37243 1.335 TARPUFF -.38210 -.75331 .49696 3.936 MENCIG -.11387 -.27508 .74615 .246 MENPUFF -.11012 -.26759 .75498 .231 SMKPH -.31276 -.80361 .84411 5.470 RDWT -.03599 -.08514 .71550 .022 NICCONSM -.38273 -.61881 .33424 1.862 NICTRANS -.12714 -.30979 .75903 .318 TNRATIO .27123 .46693 .37891 .836 L
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NICOTINE MENTHUL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980. 2:30 PM FILE NMMEANS (CREATION DATE = 9/ 9/80) MEAN HEXAGON RSM CHEMICAL B PANEL DATA HOT < NOT - EXTREMELY HOT TASTE > MEAN 2.391 MINIMUM 2.522 MAXIMUM 3.318 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - MIrvTY < NO - EXTREME MINTY TASTE > MEAN 3.127 MINIMUM 2.545 MAXIMUM 4.200 VALID CASES 7 MISSING CASES U _ _ - _ - - _ _ - _ _ - - - _ _ - - _ _ - - _ HARSH < NOT - EXTREMELY HARSH TASTE > MEAN 3.028 MINIMUM 2.714 MAXIMUM 3.143 VALID CASES 7 MISSING CASES 0 - - - - _ - _ - _ _ - - - _ - - - - _ - - _ - - - - - - _ - _ _ _ - _ MENTHOL < NO - EXTREME MENTAOL TASTE > MEAN 4.026 MINIMUM 3.296 MAXIMUM 5.737 VALID CASES ? MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TOBACCU < NO - EXTREME T08ACC0 TASTE > AEAN 3.68U MINIMUM 3.423 MAXIMUM 4.130 VALID CASES 7 MISSING CASES 0 - _ - - - _ _ _ - - - - _ - _ - - - - - _ - - _ _ _ - _ - _ - _ _ - _ BITTER < NOT - EXTREMELY BITTER TASTE > . MEAN 2.574 MINIMUM 2.190 MAXIMUM 3.182 VALID CASES 7 MISSING CASES 0 _ _ - _ _ - - _ _ - - - _ _ - - - - _ _ - _ - - _ _ - _ - - _ _ _ - _ TONGUE < NO - EXTREME TONGUE BITE > MEAN 2.454 MINIMUM 2.238 MAXIMUM 2.607 VALID CASES 7 MISSING CASES 0 PAGE 4 50891,8300 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - '
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUEi SEP 9r 1980, 2:30 PM PAGE 3 FILE NMMEANS (CREATION DATE = 9/ 9/80) MEAN HEXAGON RSM CHEMICAL & PANEL DATA CELL RSM POINT IDENTIFYER MEAN 4.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SMOKET # OF TEST CIGARETTES SMOKED MEAN 41.485 MINIMUM 35.957 MAXIMUM 45.211 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - THERM THERMOMETER RATING OF TEST PRODUCT MEAN 65.096 MINIMUM 56.296 MAXIMUM 71.905 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - THERMMEN MENTHOL THERMOMETER RATING MEAN 62.755 MINIMUM 49.231 MAXIMUM 73.500 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - STRENGTH < NOT - EXTREMELY STRONG > MEAN 3.666 MINIMUM 3.222 MAXIMUM 4.U48 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - 50891 8299 c c: r DRAW < EASY TO - EXTREMELY HARD TO DRAW > s MEAN 2.484 MINIMUM 2.107 MAXIMUM 2.778 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - ARTIFICL < NOT - EXTREMELY ARTIFICIAL > MEAN 3.386 MINIMUM 3.214 MAXIMUM 3.684 C• VALID CASES 7 MISSING CASES 0 C
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SPSS BATCH SYSTEM ~ TUE. SEP 9, 1980, 2:30 PM PAGE 1 SPSS FUR THE HP/3UU0 SUMMER-RELEASE. VERSION 8.0. JUNE 15, 1980, MCMASTER UNIVERSITY. USER: THOMAS COMPSYS STEICHEN DEFAULT SPACE ALLOCATION.. ALLOWS FOR.. 35 TRANSFORMATIONS WORKSPACE 24500 BYTES 140 RECODE VALUES + LAG VARIABLES TRANSPACE 3500 BYTES 560 IF/COMPUTE OPERATIONS I NUMBERED 00001000 2 RUN NAME NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI 00002000 3 FILE NAME NMMEANS MEAN HEXAGON RSM CHEMICAL & PANEL DATA 00003000 4 VARIABLE LIST CELL.SMOKET.THERM.THERMMEN.STRENGTH.DRAW, 00004000 5 ARTIFICLrHOT.MINTYiHARSHiMENTHOL.TOBACCO.BITTER.TONGUEi 00005000 6 SMOOTH.RICH.LIGHT,SATISFY.DESNIC.DESMEN 00006000 7 N OF CASES 7 00007000 8 INPUT MEDIUM DISC (NMMEANSM) 00008000 9 INPUT FORMAT BINARY (2S.18V/S.2V) 00009000 ACCORDING TO THE 'BINARY' FORMAT SPECIFICATIONr VARIABLES ARE READ AS FOLLOWS VARIABLE RECORD P0S COLUMNS CELL 1 3 9- 12 SMOKET 1 4 13- 16 THERM 1 5 17- 20 THERMMEN 1 6 21- 24 STRENGTH 1 7 25- 28 DRAW 1 8 29- 32 ARTIFICL 1 9 33- 36 HOT 1 10 37- 40 MINTY 1 11 41- 44 HARSH 1 12 45- 48 MENTHOL 1 13 49- 52 TOBACCO 1 14 53- 56 BITTER 1 15 57- 60 TONGUE 1 16 61- 64 SMOOTH 1 17 65- 68 RICH 1 18 69- 72 LIGHT 1 19 73- 76 SATISFY 1 20 77- 80 DESNIC 2 2 5- 8 DESMEN 2 3 9- 12 THt INPUT FORMAT PROVIDES FOR 20 VARIABLES. 20 WILL BE READ IT PROVIDES FOR 2 RECORDS ('CARDS') PER CASE. A MAXIMUM OF 80 'COLUMNS' ARE USED ON A RECORD. 10 VAR LABELS CELL RSM POINT IDENTIFYER/ 00010000 11 SMOKET N OF TEST CIGARETTES SMOKED/ 00011000 12 THERM THERMOMETER RATING OF TEST PRODUCT/ 00012000 13 THERMMEN MENTHOL THERMOMETER RATIN6/ 00013000 14 STRENGTH < NOT - EXTREMELY STRONG >/ 00014000 15 DRAW < EASY TO - EXTREMELY HARD TO DRAW >/ 00015000 16 ARTIFICL < NOT - EXTREMELY ARTIFICIAL >/ 00016000 17 HOT < NOT - EXTREMELY HOT TASTE >/ 00017000 50891 8296
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SPSS BATCH SYSTEM ' TUE. SEP 9. 1980. 2:31 PM SPSS FUR THE NP/3000 SUMMER-RELEASE, VERSION 8.0r JUNE 15. 1980, MCMASTER UNIVERSITY. USER: THOMAS COMPSYS rSTEICHEN PAGE 1 50891 8304 DEFAULT SPACE ALLOCATION.. ALLOWS FOR.. 35 TRANSFORMATIONS wORKSPACE 24500 BYTES 140 RECODE VALUES + LAG VARIABLES TRANSPACE 3500 BYTES 560 IF/COMPUTE OPERATIONS 1 NUMBERED 2 RUN NAME NICOTINE-MENTHOL RSM CORRELATIONS 3 GET FILE NMMEANM 00001000 00002000 00003000 f. FILE NMMEANM HAS 23 VARIABLES THE SUBFILES ARE.. NO OF NAME CASES NMMEANM 7 CPU TIME REQUIRED.. .66 SECONDS 4 ADD VARIABLES TOBNIC.TSUGARS.RSUGARSrTOBPH,TOBMEN,MOIST, 00004U00 5 PUFFCT.TPMCIG.TPMPUFF,NICCIG.NICPUFF.TPMH2Or 00005000 6 TARCIG.TARPUFF.MENCIG.MENPUFFrSMKPHrRDWT. 00006000 7 NICCONSM.NICTRANS.TNRATIO 00007000 3 INPUT MEDIUM DISC(NMANAL) 00008000 9 INPUT FORMAT FIXED (7(F10.4.1X)/7(F10.4,1X)/7(F10.4,1X)) 00009000 c ACCORDING TO YOUR INPUT FORMAT. VARIAdLES ARE TO BE READ AS FOLLOWS VARIABLE FORMAT RECORD COLUMNS TOBNIC F10. 4 1 1- 10 TSUGARS F10. 4 1 12- 21 RSUGARS F10. 4 1 23- 32 TOBPH FlO. 4 1 34- 43 i TOBMEN F10. 4 1 45- 54 MOIST F10. 4 1 56- 65 PUFFCT FlO. 4 1 67- 76 TPMCIG F10. 4 2 1- 10 TPMPUFF FlO. 4 2 12- 21
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NICOTINE-MENTHOL RSM CORRELAfIONS TUE. SEP 9, 1980, 2:26 PM PAGE 63 • 50891 8276 FILE NMMEAN (CREATION DAiE = 9/ 9/80) ******************** x** M U L T I P L E R E G R E S S I 0 N *** x x x x x* x x x x VARIABLE LIST 1 - REGRESSION LIST 8 DEPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > VARIABLE(S) ENTERED ON STEP NUMBER 2.. TPMCIG TPM MG PER CIG MULTIPLE R .95132 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F R SQUARE .90501 REGRESSION 2. .70061 .35030 19.05450 ADJUSTED R SQUARE .85751 RESIDUAL 4. .07354 .01838 STANDARD ERROR .13559 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TARPUFF 16.03103 3.04257 3.45007 21.591 DESNIC .16500 .11661 .04744 .041 TPMCIG -.5553917 -2.33079 .15603 12.671 DESMEN -.20051 -.61374 .89002 1.813 (CONSTANT) -9.836406 TOBNIC .41460 .31913 .05628 .340 TSUGARS .11595 .29167 .60103 .279 RSUGARS .07098 .19155 .69179 .114 T08PH .05346 .12637 .53067 .049 TOBMEN -.21238 -.64388 .87307 2.124 MOIST .07075 .18931 .68007 .112 PUFFCT .78735 .37845 .02195 .501 TPMPUFF -1.19166 -.41951 .01177 .641 NICCIG 1.36747 .61684 .01933 1.843 NICPUFF .49939 .30533 .03551 .308 TPMH2O -.75684 -.69450 .07999 2.795 TARCIG 3.35610 .76828 .00498 4.322 MENCIG -.19639 -.59195 .86298 1.618 MENPUFF -.20256 -.61287 .86959 1.805 SMKPH -.37904 -.77037 .39238 4.380 RDwT .40787 .66572 .25306 2.388 NICCONSM .76478 .50887 .04206 1.048 NICTRANS -.03935 -.06076 .22650 .011 TNRATIO -.33087 -.35211 .10758 .425
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NICOTIwt-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:26 PM PAGE 60 5089, 8213 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S 1 0 N * * * * * * * * * * * * * VARIABLE LIST 1 - - REGRESSION LIST 7 DEPENDENT VARIABLE.. LIGHT < NOT - EXTREMELY LIGHT TASTE > V4RIA8LE(S) ENTERED ON STEP NUMBER 2.. DESMEN MENTHOL RSM DESIGN UNIT MULTIPLE R .89402 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .79926 REGRESSION 2. .16401 .08200 7.96329 ADJUSTED R SQUARE .69889 RESIDUAL 4. .04119 .01030 STANDARD ERROR .10148 ----------------- VARIA BLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- V4RIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F fOBMEN -2.996326 -3.70939 1.18887 6.352 DESNIC -.29356 -.63698 .94510 2.048 DESMEN .7775359 2.97299 .38492 4.080 TOBNIC -.30111 -.65961 .96327 2.311 (CONSTANT) 5.29110T TSUGARS .07077 .14542 .84765 .065 RSUGARS .05703 .11267 .78360 .039 TOBPH .30963 .61129 .78242 1.790 MOIST .30169 .59473 .78008 1.642 PUFFCT -.22163 -.48040 .94313 .900 TPMCIG -.28247 -.60932 .93404 1.772 TPMPUFF -.29493 -.63282 .92414 2.004 NICCIG -.26459 -.58301 .97462 1.545 NICPUFF -.27300 -.60292 .97905 1.713 TPMH2O -.33022 -.70185 .90676 2.912 TARCIG -.26362 -.56719 .92921 1.423 TARPUFF -.27791 -.58941 .90290 1.597 MENCIG -1.06105 -.26688 .01270 .230 MENPUFF -1.76686 -.27281 .00479 .241 SMKPH -.32073 -.65817 .84533 2.293 RDWT -.05005 -.10936 .95842 .036 NICCONSM -.28139 -.61657 .96379 1.840 NICTRANS -.15464 -.31606 .83858 .333 TNRATIO .24305 .53746 .98159 1.219 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION (.
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! ( NICOTINE-MENTHOL RSM CORRELATIONS TUEr SEP 9, 1980, 2:31 PM PAGE 13 CPU IIME REQUIRED.. 1U.07 SECONDS 37 REGRESSION VARIABLES-SMOKET TO SATISFY.DESNIC.DESMEN. 00035000 50891 8317 (.
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NICOTINE-MENTHUL RSM CORRELATIONS TUE. SEP 9r 1980. 2:25 PM PAGE 52 50891 8265 FILE NMMEAN (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 - DEPENDtNT VARIABLE.. TONGUE < NO - EXTREME TONGUE BITE > VARIABLE(S) ENTEREU ON STEP NUMBER 4.. RDWT ROD WEIGHT MG REGRESSION LIST 4 c, MULTIPLE R .99664 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .99329 REGRESSION 4. .09972 .02493 74.00516 ADJUSTED R SQUARE .97987 RESIDUAL 2. .00067 .00034 y STANDARD ERROR .U1835 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STO ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F MOIST .5288397 .73772 .04534 136.029 DESNIC -.38789 -.38723 .00669 .176 TOBPH -1.312019 -.59923 .16594 62.511 DESMEN .08533 .79552 .58335 1.724 TPMPUFF -.7705545 -.61025 .12873 35.828 T08NIC -.57599 -.97643 .01929 20.469 RDwT .24199U6E-02 .29445 .00072 11.205 TSUGARS .06474 .26432 .11187 .075 (CONSTANT) 2.016886 RSUGARS .05812 .25016 .12431 .067 TOHMEN .09173 .88270 .62144 3.528 PUFFCT .14892 .24928 .01880 .066 TPMCIG -.03059 -.01979 .00281 .000 NICCIG -.77883 -.92114 .00939 5.601 NICPUFF -1.02348 -.98025 .00616 24.566 TPMH2O .08233 .26657 .07035 .076 TARCIG -4.16979 -.77594 .00023 1.513 TARPUFF .31475 .28015 .00532 .085 MENCIG .09070 .82944 .56119 2.205 MENPUFF .09106 .84609 .57943 2.519 SMKPH .20082 .90312 .13572 4.424 NICCONSM -.62403 -.98397 .01669 30.439 NICTRANS .12197 ,51846 .12125 .368 TNRATIO .56640 .86948 .01581 3.098
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NICOTINE-MENTHOL RSM COkRELATIONS ~ TUE. SEP 9i 1980, 2:25 PM PAbE 55 50891 8268 FILE NMMEAN (CREATION DATE = 9/ 9/80) i~ ir ~ t* ~r t t t y y* t k*+ a r* i* k ~ M U L i I P L E R E G R_E S S I 0 N t t i~ t*~ t t* t k~ t VARIABLE LIST 1 ~ REGRESSION LIST 5 DEPENDENT VARIABLE.. SMOOTH < NOT - EXTREMELY SMOOTH TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 1.. SMKPH SMOKE PH MULTIPLE R .75838 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .57513 REGRESSION 1. .29281 .29281 6.76840 ADJUSTED R SQUARE .49016 RESIDUAL 5. .21630 .04326 STANDARD ERROR .20799 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F SMKPH 2.457442 .75838 .94458 6.768 DESNIC .02906 .03523 .62412 , .005 (CONSTANT) -11.11147 DESMEN -.20601 -.29860 .89258 .392 TOBNIC -.00004 -.00005 .71903 .000 TSUGARS -.03436 -.05139 .95054 .011 RSUGARS -.04962 -.07406 .94637 .022 TOBPH .11739 .17756 .97204 .130 TOBMEN -.20794 -.29799 .87254 .390 MOIST .24940 .35801 .87549 .588 PUFFCT -.09924 -.14327 .88538 .084 TPMCIG -.03419 -.U4445 .71807 .008 TPMPUFF .08336 .09318 .53096 .035 NICCIG -.01131 -.01518 .76578 .001 NICPUFF .00697 .00888 .69001 .000 TPMH2O -.21243 -.25416 .60819 .276 TARCIG .00094 .00126 .75732 .000 TARPUFF .12617 .14704 .57702 .088 MENCIG -.19930 -.28862 .89104 .363 MENPUFF -.20271 -.29284 .88667 .375 RDWT .09659 .14630 .97458 .087 NICCONSM .00999 .01331 .75345 .001 NICTRANS -.08945 -.12689 .85489 .065 TNRATIO .U4203 .05796 .80812 .013 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION t ~
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NICOTINE-MENTHOL RSM CORRELATIONS ~ TUE, SEP 9, 1980, 2:31 PM PAGE 6 FILE NMMEANM (CkEATION DATE = 9/ 9/80) CPU TIME RE9U,IRED.. 3.32 SECONDS 50891 8309 33 FREQUENCIES GENERAL=ALL 00033000
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NICOTINE-MENTHOL RSM CORRELATIONS TUEr SEP 9, 1980. 2:26 PM PAGE 59 FILE NMMEAN (CREATION DATE a 9/ 9/80) 50891 8272 ************* x*+r **** x x x M U L T I P L E R E G R E S S I 0 N x x x x x x x x* x x x x VARIABLE LIST 1_ DEPENDENT VARIABLE.. LIGHT < NOT - EXTREMELY LIGHT TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 1.. TOBMEN TOBACCO MENTHOL X REGRESSION LIST 7 MULTIPLE R .77104 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F R SQUARE .59450 REGRESSION 1. .12199 .12199 7.33035 ADJUSTED R SQUARE .51340 RESIDUAL 5. .08321 .01664 STANDARD ERROR .12900 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F 70BMEN -.6228181 -.77104 .23004 7.330 DESNIC -.38273 -.60064 .99873 2.257 (CONSTANT) 4.338313 DESMEN 2.97299 .71061 .02317 4.080 TOBNIC -.37481 -.58789 .99761 2.113 , TSUGARS .05860 .08475 .84816 .029 RSUGARS .04380 .U6091 .78412 .015 TOBPH .45192 .69961 .97180 3.835 MOIST .38714 .54715 .80996 1.709 PUFFCT -.30859 -.48169 .98801 1.209 TPMCIG -.36089 -.55830 .97049 1.811 TPMPUFF -.34613 -.52624 .93728 1.532 NICCIG -.32831 -.51519 .99852 1.445 NICPUFF -.33012 -.51788 .99792 1.466 TPMH2O -.33983 -.50829 .90714 1.393 TARCIG -.35427 -.55085 .98037 1.742 TARPUFF -.36153 -.55109 .94220 1.745 MENCIG .57473 .11089 .01510 .050 MENPUFF 1.49059 .18661 .00636 .144 SMKPH -.39628 -.58129 .87254 2.041 RDWT -.13044 -.20389 .99067 .173 NICCONSM -.35632 -.55922 .99883 1.820 NICTRANS -.15178 -.21828 .83860 .200 TNRATIO .28743 .44961 .99220 1.013 c
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:F.: .y ~ NICOTINE-MENTHOL R5y CORRELATIONS _ TUE, SEP 9, 1980, 2:25 PM PAGE 53 50891 8266 FILE NMMEAN (CREATION bATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R _E S S I 0 N * * * ,t * t * * * * * * t VARIAdLE LIST 1 REGRESSION LIST 4 DEPENDENT VARIABLE.. TONGUE < NO - EXTREME TONGUE BITE > VARIABLE(S) ENTERED ON STEP NUMBER 5.. NICCONSM NICOTINE CONSUMMED MULTIPLE R .99989 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F R SQUARE .99979 REGRESSION 5. .10038 .02008 936.74883 ADJUSTED R SdUARE .99872 RESIDUAL 1. .00002 .00002 STANDARD ERRUR .00463 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN TH E EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F MOIST .3996611 .55752 .02606 235.240 DESNIC .21315 1.00000 .00470 .000 T08pH -1.559382 -.71221 .06134 646.377 DESMEN -.04210 -1,00000 .12041 .000 TPMPUFF -.3588567 -.28420 .08138 19.445 TOBNIC 2.75268 1.00000 .00003 .000 RDWT .3873074E-02 .47126 .00032 146.177 TSUGARS -.04844 -1.00000 .09098 .000 NICCONSM -.3778U52E-U1 -.62403 .00685 30.439 RSUGARS -.04563 -1.00000 .10250 .000 (CONSTANT) 3.631219 TOBMEN -.06077 -1.00000 .05780 .000 PUFFCT -.11728 -1.00000 .01552 .000 TPMCIG -.27931 -1.00000 .00274 .000 NICCIG -.27554 -1.00000 .00281 .000 NICPUFF -.50406 -1,00000 .00084 .000 TPMH2O -.06115 -1.00000 .05709 .000 TARCIG -1.26260 -1.00000 .00013 .000 TARPUFF .20148 1.00000 .00526 .000 MENCIG -.04855 -1.00000 .09056 .000 MENPUFF -.05137 -1.00000 .08088 .000 SMKPH .06796 1.00U00 .04622 .000 NICTRANS -.05602 -1.00000 .06801 .000 TNRATIO .18121 1.00000 .00650 .000 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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r- NICOTINE-MENTHOL KSM CORRELATIONS TUEr SEP 9, 1980, 22:31 PM PAGE 3 FILE NMMEANM DOCUMENTATION LIST OF THE (CREATION DATE = 9/ 9/80) FOR SPSS FILE 'NMMEANM ' 1 SUBFILES COMPRISING THE FILE 50891 a306 NMMEANM N= 7 DOCUMENTATION FOR THE 44 VARIABLES IN THE FILE 'NMMEANM ' REL POS VARIABLE NAME VARIABLE LABEL MISSING PRT VALUES FMT 1 SEDNUM NONE 0 2 SUBFILE NONE A 3 CASWGT NONE 4 4 CELL RSM POINT IDENTIFYER NONE 3 5 SMOKET # OF TEST CIGARETTES SMOKED NONE 3 6 THERM THERMOMETER RATING OF TEST PRODUCT NONE 3 7 THERMMEN MENTHOL THERMOMETER RATING NONE 3 8 STRENGTH < NOT - EXTREMELY STRONG > NONE 3 9 -DRAW < EASY TO - EXTREMELY HARD TO DRAW > NONE 3 10 ARTIFICL < NOT - EXTREMELY ARTIFICIAL > NONE 3 11 HUT < NOT - EXTREMELY HOT TASTE > NONE 3 12 MINTY < NO - EXTREME MINTY TASTE > NONE 3 13 HARSH < NOT - EXTREMELY HARSH TASTE > NONE 3 14 MENTHOL < NO - EXTREME MENTHOL TASTE > NONE 3 15 TOBACCO < NO - EXTREME TOBACCO TASTE > NONE 3 16 BITTER < NOT - EXTREMELY BITTER TASTE > NONE 3 17 TONGUE < NO - EXTREME TONGUE BITE > NONE 3 ~ 18 SMOOTH < NOT - EXTREMELY SMOOTH TASTE > NONE 3 ~
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9. 1980. 2:27 PM PAGE 3 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA INCELL RSM POINT IDENTIFYER 50891 8286 MEAN 4.568 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 206 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - SMOKET # OF TEST CIGARETTES SMOKED MEAN 42.051 MINIMUM 3.000 MAXIMUM 60.000 VALID CASES 176 MISSING CASES 30 - - - - - - - - - - - - - - - -- - - - - - - - - - - THERM THERMOMETER RAFING OF TEST PRODUCT MEAN 64.975 MINIMUM UOU MAXIMUM 95.000 VALID CASES 199 MISSING CASES 7 iHERMMEN MENTHOL THERMOMETER RATING MEAN 62.335 MINIMUM .000 MAXIMUM 10U.000 VALID CASES 197 MISSING CASES 9 - - - - - - - - - - - - - - - - - - - - STRENGIH < NOT - EXiREMELY STRONG > MEAN 3.650 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 206 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DRAW < EASY TO - EXTREMELY HARD TO DRAd > MEAN 2.471 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 206 MISSING CASES 0 ARTIFICL < NOT - EXTREMELY ARTIFICIAL > MEAN 3.373 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 2U4 MISSING CASES 2 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - t
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34 OPTIONS 7 00033010 3S STATISTICS 1.10.11 0UU33100 GIVEN WORKSPACE ALLOWS FOR 225U TOTAL VALUES AND 225 LABELED VALUES_PER VARIABLE FOR 'FREQUENCIES' 50891 8310 36 READ INPUT DATA 00034000
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NICOIINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980, 2:26 PM PAGE 2 DO REPEAT REQUIRED 368 BYTES OF WORKSPACE. 50891 8284 16 VAN LABELS INCELL RSM POINT IDENTIFYER/ 00016000 17 SMOKET # OF TEST CIGARETTES SMOKED/ 00017000 18 THERM THERMOMETER RATING OF TEST PR00UCT/ 00018000 19 THERMMEN MENTHOL THERMOMETER RATING/ 00019000 2u STRENGTH < NOT - EXTREMELY STRONG >/ 00020000 21 DRAW < EASY TO - EXTREMELY HARD TO DRAW >/ 00021000 22 ARTIFICL < NOT - EXTREMELY ARTIFICIAL >/ 00022000 23 HOT < NOT - EXTREMELY HOT TASTE >/ 00023000 24 MINTY < NO - EXTREME MINTY TASTE >/ 00024000 25 HARSH < NOT - EXTREMELY HARSH TASTE >/ 00025000 26 MENTHOL < NO - EXTREME MENTHOL TASTE >/ 00026000 27 TOBACCO < NO - EXTREME TOBACCO TASTE >/ 00027000 28 BITTER < NOT - EXTREMELY BITTER TASTE >/ 00028000 29 TONGUE < NO - EXTREME TONGUE BITE >/ 00029000 3U SMOOTH < NOT - EXTREMELY SMOOTH TASTE >/ 00030000 31 RICH < NOT - EXTREMELY RICH FLAVOR >/ 00031000 32 LIGHT < NOT - EXTREMELY LIGHT TASTE >/ 00032000 33 . SATISFY < NOT - EXTREMELY SATISYING >/ 00033000 34 DESNIC NICOTINE RSM DESIGN UNIT/ 00034000 35 DESMEN MENTHOL RSM DESIGN UNIT/ 00035000 36 MISSING VALUES INCELL TO AGE (-1) 00036000 37 PRINT FORMATS DESNIC,DESMEN (3) 00037000 38 DO REPEAT I=7922.7984.8044.8U84.8086,8606.8804.8864/ 00038000 39 IF (UBRAND Ee I) UBRAND=-1 00039000 40 END REPEAT 00040000 00 REPEAT REQUIRED 152 BYTFS OF WORKSPACE. 41 SELECT IF (UBRAND NE -1) 00041000 42 FREQUENCIES GENERAL=ALL 00042000
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38 TOBNIC T0 TNRATIO/ 00036000 39 REGRESSION=SMOKET (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00037000 40 REGRESSION=THERM (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00038000 1 8318 41 REGRESSION=THERMMEN (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00039000 5089 42 REGRESSION=STRENGTH (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00040000 43 REGRESSION=DRAW (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00041000 44 kEGRESSION=ARTIFICL (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00042000 45 STATISTICS 1 000430U0 ***** REGRESSION PR OBLEM REQUIRES 23040 BYTES WORKSPACE. NOT INCLUDING RESIDUALS *****
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L r C ( E NICOTINE-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980, 2:31 PM PAGE 2 ACCORDING TO YOUR INPUT FORMAT, VARIABLES ARE TO BE READ AS FOLLOWS VARIABLE FORMAT RECORD COLUMNS NICCIG F10. 4 NICPUFF F10. 4 TPMH2O F10. 4 TARCIG F10. 4 TARPUFF F10. 4 MENCIG F10. 4 MENPUFF F10. 4 SMKPH F10. 4 RDWT F10. 4 NICCONSM F10. 4 NICTRANS F10. 4 TNRATIO F10. 4 2 2 2 2 2 3 3 3 3 3 3 3 23- 32 34- 43 45- 54 56- 65 67- 76 1- 10 12- 21 23- 32 34- 43 45- 54 56- 65 6?- 76 THE INPUT FORMAT PROVIDES FOR 21 VARIABLES. 21 WILL BE READ IT PROVIDES FOR 3 RECORDS ('CARDS') PER CASE. A MAXIMUM OF 77 'COLUMNS' ARE USED ON A RECORD. 10 VAR LAqELS TOBNIC TOBACCO NICOTINE X/ 00010000 11 TSUGARS TOTAL SUGARS/ 00011000 12 RSUGARS REDUCING SUGARS/ 00012000 15 TOBPH T03ACC0 PH/ 0U013000 14 TOBMEN TOBACCO MENTHOL X/ 00014000 15 MOIST CIGARETTE MOISTURE X/ 00015000 16 PUFFCT PUFF COUNT/ 00016000 17 TPMCIG TPM MG PER CIG/ 00017000 18 TPMPUFF TPM MG PER PUFF/ 010018000 19 NICCIG NICOTINE MG PER CIG/ 000190U0 2U NICPUFF NICOTINE MG PER PUFF/ 00020000 21 TPMH2O TPM H20 MG/ 00021000 22 TARCIG TAR MG PER CIG/ 00022000 23 TARPUFF TAR MG PER PUFF/ 00023000 24 MENCIG MENTHOL MG PER CIG/ 00024000 25 MENPUFF MENTHOL UG PER PUFF/ 00025000 26 SMKPN SMOKE PH/ 000260U0 27 RDWT ROD WEIGHT MG/ 00027000 28 NICCONSM NICOTINE CONSUMMED/ 00028000 29 NICTRANS NICOTINE TRANSFEREDI 00029000 30 TNRATIO TN RATIO/ 00030000 31 PRINT FORMATS CELL TO TNRATIO (3) 00031000 32 LIST FILEINFO COMPLETE 00032000 50891 8305
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NICOTINE-MENTHOL RSM CORNELATIONS TUEr SEP 9, 1980i 2:26 PM PAGE 57 50891 8270 FILE NMMEAN (CREATION DATE 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R -E S S 1 0 N * * * * r * * t * t * ,t t VARIABLE LIST 1 - DEPENDENT VARIABLE.. RICH < NOT - EXTREMELY RICH FLAVOR > VARIABLE(S) ENTERED ON STEP NUMBER 1.. DESMEN MENTHOL RSM DESIGN UNIT REGRESSION LIST 6 MULTIPLE R .74201 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .55058 REGRESSION 1. .46051 .46051 6.12548 ADJUSTED R SQUARE .46070 RESIDUAL 5. .37589 .07518 STANDARD ERROR .27419 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STO ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F DESMEN .3917930 .74201 .15830 6.125 DESNIC .19363 .28883 (CONSTANT) 3.899611 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION TOBNIC .15342 .22818 TSUGARS .04238 .05844 RSUGARS -.00935 -.01241 TOBPH .15439 .22915 TOBMEN -.38295 -.08695 MOIST .13361 .17726 PUFFCT .07265 .10805 TPMCIG .15161 .22390 TPMPUFF .25857 .37535 NICCIG .15953 .23794 NICPUFF .19026 .28372 TPMH2O .11379 .16201 TARCIG .16230 .24078 TARPUFF .26513 .38689 MENCIG -.16335 -.03715 MENPUFF -.45456 -.08959 SMKPH .25498 .35934 RDWT .23503 .34977 NICCONSM .16073 .23929 NICTRANS .19345 .26474 TNRATIO -.14946 -.22177 1.00000 .364 .99415 .220 .85433 .014 .79230 .001 .99005 .222 .02317 .030 .79100 .130 .99423 .047 .98020 .211 .94707 .656 .99979 .240 .99941 .350 .91108 .108 .98918 .246 .95697 .704 .02324 .006 .01746 .032 .89258 .593 .99536 .558 .99612 .243 .84171 .301 .98940 .207
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NI60TINE-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980, 2:31 PM PAGE 5 DOCUMFNTATION FOR THE 44 VARIABLES IN THE FILE 'NMMEANM ' REL VARIABLE VARIABLE LABEL MISSING PRT POS NAME VALUES FMT 40 SMKPH SMOKE PH NONE 3 41 RDWT ROD wEIGHT MG NONE 3 42 NICCONSM NICOTINE CONSUMMED NONE 3 43 NICTRANS NICOTINE TkANSFERED NONE 3 44 TNRATIO TN RATIO NONE 3 50891 8308
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NICOTINE-MENTHOL RSi4 CORRELATIONS TUE. SEP 9, 1980, 2:31 PM PAGE 10 FILE NMMEANM (CREATIO•J DATE = 9/ 9/80) TSUGARS TOTAL SUGARS 50891 8314 MEAN 11.157 MINIMUM 9.100 MAXIMUM 15.400 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - RSUGARS KEDUCING SUGARS MEAN 10.471 MINIMUM 8.30U MAXIMUM 13.600 VALID CASES 7 MISSING CASES 0 - _ - - _ - _ - _ _ - _ _ - _ - - _ - - - - - - - - - _ _ - - _ - - _ TOBPH TOBACCO P H MEAN 5.313 MINIMUM 5.190 MAXIMUM 5.370 VALID CASES 7 MISSING CASES 0 _ _ - - - - - _ _ _ - - - _ - _ _ _ - _ - _ - _ - _ _ - - _ - _ TOdMEN T08ACC0 MENTHOL X MEAN .401 MINIMUM .110 MAXIMUM .750 VALID CASES 7 MISSIhG CASES 0 M - - - - - - - - - - - - - - - OiSi CIGARETTE MOISTURE Z MEAN 12.04 MINIMUM 12.380 MAXIMUM 12.96U VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - _ _ PUFFCT PUFF COUNT MEAN 8.200 MINIMUM 7.500 MAXIMUM 8.900 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - . _ . _ - - - - - TPMCIG TPM MG PER CIG MEAN 12.929 MINIMUM 11.100 MAXIMUM 15.300 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTINE-MENTHOL kSM CORRELAtIONS _ FILE nMAEANM (CNFATION DATE = 9/ 9/80) TPMPUFF TPM MG PEk PUFF MEAN 1.576 MINIMUM 1.43U MAXIMUM 1.720 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - NICCIG NICOTINE MG PER CIG MEAN .813 MINIMUM .60U MAXIMUM 1.040 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - NICPUFF NICOTINE MG PER PUFF MEAN .098 MINIMUM .080 MAXIMUM .117 VALID CASES 7 MISSING CASES 0 TPMH2O MEAN TPM H2U MG 1.229 MINIMUM 1.000 MAXIMUM 1.5i10 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - _ - TAHCIG TAR MG PER CIG MEAN 10.900 MINIMUM 9.500 MAXIMUM 12.700 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TARPUFF TAR MG PER PUFF MEAN 1.329 MINIMUM 1.230 MAXIMUM 1.430 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - MENCIG MENTHOL MG PER CIG MEAN .337 MINIMUM .070 MAXIMUM .620 VALID CASES 7 MISSING CASES 0 TUE, SEP 9, 1980. 2:31 PM PAGE 11 50891 8315 ~
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r t. r NICOTINE-MENTHOL RSM CORRELATIONS FILE NMMEANM (CREATION DATE = 9/ 9/80) CELL RSM POINT IDENTIFYER MEAN 4.000 MINIMUM 1.000 MAXIMUM 7.000 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SMOKET 9 OF TEST CIGARETTES SMOKED MEAN 41.485 MINIMUM 35.957 MAXIMUM 45.211 TUE. SEP 9, 1980. 2:31 PM PAGE 7 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - THERM THERMOMETER RATING OF TEST PRODUCT MEAN 65.09o MINIMUM 56.296 VALID CASES 7 MISSING CASES 0 MAXIMUM 71.905 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - THERMMEN MENTHOL THERMOMETER RATING MEAN 62.755 MINIMUM 49.231 MAXIMUM 73.500 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - STRENGtH < NOT - EXTREMELY STRONG > MEAN 3.666 MINIMUM 3.,e22 MAXIMUM 4.048 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DRAW < EASY TO - EXTREMELY HARD TO DRAW > MEAN 2.484 MINIMUM 2.107 MAXIMUM 2.778 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - ARTIFICL < NOT - EXTREMELY ARTIFICIAL > MEAN 3.386 MINIMUM 3.214 MAXIMUM 3.684 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 $311 4 l. { L
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NICOTINF-MENfHOL RSM CORRELATIONS . TUE, SEP 9, 1980. 2:26 PM PAGE 66 FILE NMMEAN (CREATION DATE = 9/ 9/80) 50891 8279 , ,,,_ * * * * * * *. * * * * * * * * * * * * * * * * M U L T I P L E R E G R -E S S I 0 N * * * * * * * * t r r * t VARIABLE LIST 1 ' DEPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > VARIABLE(S) ENTERED O.N STEP NUMBER 5.. TARCIG TAR MG PER CIG REGRESSION LIST 8 MULTIPLE R .99998 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .99997 REGRESSION 5. .77412 .15482 5752.27049 ADJUSTED R SQUARE .99979 RESIDUAL 1. .00003 .00003 STANDARD ERROR .U0510 .,,. :yc .. -°-------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TARPUFF 22.69577 4.30749 .22950 9779.931 DESNIC -.12808 -1.00000 .00212 .000 TPMCIG -1.250519 -5.24801 .02620 2278.604 DESMEN .01152 1.00000 .26193 .000 SMKPH -1.359715 -.34028 .05461 619.867 TOBNIC -.05058 -1.00000 .01359 .000 NICCIG 2.926923 1.31954 .10213 821.359 TSUGARS .01426 1.00000 .17092 .000 TARCIG .1797359 .56685 .03992 20.273 RSUGARS .01951 1.00000 .09134 .000 (CONSTANT) -5.351757 TOBPH .01191 1.011000 .24518 .000 TOBMEN .01228 1.00000 .23047 .000 MOIST .05624 1.00000 .01099 .U00 PUFFCT .05240 1.00000 .01266 .000 TPMPUFF .47592 1.00000 .00015 .000 NICPUFF .44682 1.00000 .00017 .000 TPMH2O .05934 1.00000 .00987 .000 MENCIG .01260 1.00000 .21905 .000 MENPUFF .01260 1,DU000 .21904 .000 RDWT .01730 1.00000 .11619 .000 NICCONSM -.07797 -1,0U00U .00572 .000 NICTRANS .01273 1.00000 .21446 .000 TNRATIO -.07258 -1.00000 .00660 .000 a F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOtINE-MENTHOL RSM CORRELATIONS FILE NMMEANM (CREATION DATE = 9/ 9/80) HOT < NOT - EXTREMELY HOT TASTE > MEAN 2.891 MINIMUM 2.522 MAXIMUM 3.318 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - MIrtTY < NO - EXTREME MINTY TASTE > MEAN 3.127 MINIMUM 2.545 MAXIMUM 4.200 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TUE. SEP 9, 1980, 2:31 PM - - - - - - - - - - - - - - - - - HARSH < NOT - EXTRE14E.LY HARSH TASTE > M 8 M 0 714 2 MAXIMUM 143 3 MEAN INI UM . 3. 2 . VALID CASES 7 MISSING CASES 0 _ _ _ _ _ _ _ _ _ _ _ _ _ Z - _ - _ _ - - - - _ _ _ - _ _ - _ _ _ - _ MENTHOL < NO - EXTkEME MENTHOL TASTE > MEAN 4.U26 MINIMUM 3.296 MAXIMUM 5.737 VALID CASES 7 MISSING CASES 0 _ _ _ _ _ _ _ _ _ _ _ _ _ _ - _ _ _ _ _ - - - - - - T08ACCU < NO - EXTREME T08ACC0 TASTE > M N M 423 M 3 MAXIMUM 130 4 MEAN I I U . 3.680 . VALID CASES _ _ _ _ _ _ 7 MISSING CASES 0 _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ - - - - - - - _ _ - - - - - BITTER < NUT - EXTREMELY BITTER TASTE > MEAN 2.574 MINIMUM 2.190 MAXIMUM 3.182 VALID CASES 7 MISSING CASES 0 TONGUE < NO - EXTREME TONGUE BITE MEAN 2.454 > MINIMUM 2.238 MAXIMUM 2.607 PAGE 50891 8312 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTIiuE-MENTHOL PSM CORRELATIONS TUE. SEP 9, 1980, 2:32 PM PAGE 18 FILE NMMEANM (CRhAT10N OATE = 9/ 9/80) 50891 8323 RDdT NICCONSM NICTRANS TNRATIO RDWT 1.00000 .83365 .90159' -.85344 NICCONSM .83365 1.00000 .80636 -.96651 NICTRANS .90159 .80636 1.00000 -.83845 TNRATIU -.85344 -.96651 -.83845 1.00000 r,
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NICOTINE MENTHOL -EXAGON RSM - TOM PERFETTI TUE. SEP 9. 1980, 2:30 PM PAGE 5 FILE NMMEANS (CREATION DATE = 9/ 9/80) MEAN HEXAGON RSM CHEMICAL & PANEL DATA SMOOTH <'NOT - EXTREMELY SMOOTH TASTE > MEAN 4.601 MINIMUM 4.111 MAXIMUM 5.036 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - RICH < NOT - EXTREMELY RICH FLAVOR > MEAN 3.915 MINIMUM 3.037 MAXIMUM 4.393 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - LIGHT < NOT - EXTREMELY LIGHT TASTE > MEAN , 4.128 MINIMUM 3.762 MAXIMUM 4.409 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - Z - - - - - - - - - - - - - - - - - - - - - SA(ISFY < NOT - EXTREMELY SATISYING > MEAN 4.289 MINIMUM 3.333 MAXIMUM 4.762 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DESNIC NICOTINE RSM DESIGN UNIT MEAN .000 MINIMUM -.866 MAXIMUM .866 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DESMEN MFNTHOL RSM DESIGN UNIT MEAN .000 MINIMUM -1.000 MAXIMUM 1.000 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 50891 $301 t ~4 .
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NICOTINE-^'E4T40L RSM1t CORRELATIONS ~ TUE. SEP 9, 1980. 2:32 PM PAGE 33 50g91 8338 FILE NMMEANiA (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * # * * * * * M U L T I P L E DEPENOtNT VARIA9LE.. ARTIFICL < NOT - EXTREMELY ARTIFICIAL > F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION R E G R_E S S I 0 N * x* x x x x* x x x x x VARIABLE LIST 1 REGRESSION LIST 6 s
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NICOTINE-MENTHOL RSM CORRELATIONS . TUE. SEP 9, 1980. 2:31 PM PAGE 4 DOCUMENTATION FOR THE 44 VARIABLES IN THE FILE 'NMMEANM ' REL VARIABLE VARIABLE LABEL MISSING PRT POS NAME VALUES FMT 19 RICH < NOT - EXTREMELY RICH FLAVOR > NONE 3 2U LIGHT < NOT - EXTREMELY LIGHT TASTE > NONE 3 21 SATISFY < NOT - EXTREMELY SATISYING > NONE 3 22 DESNIC NICOTINE NSM DESIGN UNIT NONE 3 23 DESMEN MENTHOL RSM DESIGN UNIT NONE 3 24 TOBNIC TOBACCO NICOTINE X NONE 3 25 TSUGARS TOTAL SUGARS NONE 3 20 RSUGARS REOUCING SUGARS NONE 3 2( TUBPH TOBACCO PH NONE 3 Zb TUBMEN TOBACCO MENTHOL % NONE 3 29 MOIST CIGARETTE MOISTURE x NONE 3 30 PUFFCT PUFF COUNT NONE 3 31 TPMCIG TPM MG PER CIG NONE 3 3e TPMPUFF TPM MG PER PUFF NONE 3 33 NICCIG NICOTINE MG PER CIG NONE 3 34 NICPUFF NICOTINE MG PER PUFF NONE 3 35 TPMH2O TPM H20 MG NONE 3 36 TNRCIG TAR MG PER CIG NONE 3 31 TARPUFF TAR MG PER PUFF NONE 3 36 MENCIG MENTHOL MG PER CIG NONE 3 39 MENPUFF MENTHOL UG PER PUFF NONE 3 50891 8307 [
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NICOTItiE-MENTHOL RSN CORRELATIONS TUE, SEP 9, 1980, 2:j2 PM PAGE 35 FILE NMMEANM (CREATION DATE = 9/ 9/80) 50891 834® * * * * * * * * * * * * ~ * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * t * * * * * * * VARIABLE LIST 1 REGRESSiON LIST 1 DEPENDENT VARIABLE.. HOT < NOT - EXTREMELY HOT TASTE > F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION i
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NICOTINE-MENTHOL RSM CORRELATIONS . TUE, SEP 9, 1980, 2:32 PM PAGE 32 FILE NMMEANM (CREATION DATE = 9/ 9/80) 50891 8337 * * * * * * *. * * * * * * * * * * * * * * * * M U L T I P L E R E G R-E S S I 0 N t * * * * * * * * * * * * VAHIABLE LIST 1 - REGRESSION LIST 5 DEPENDENT VARIABLE.. DRAW < EASY TO - EXTREMELY HARD TO DRAW > SUMMARY TAdLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R 8 BETA DESMEN MENTHOL RSM DESIGN UNIT .76599 .58674 .58674 -.76599 -.2659321 -.76599 (CONSTANT) 2.484192 ~ *Y
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NICOTINE-MENTHOL RSid CORRELATIONS TUE. SEP 9, 1980. 2:32 PM PAGE 30 FILE NMaEANM (CREATION oATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E DEPENDENT VARIABLE.. SfRENGTH < NOT - EXTREMELY STRONG > 50891 8335 R E G R_E S S, I 0 N t e i~ t t* i t i t t* ~ VARIABLE LIST 1 REGRESSION LIST 4 SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA TSUGARS TOTAL SUGARS .84501 .71404 .71404 .84501 .1685012 1.39452 SMKPH SMOKE PH .94834 .89934 .18530 .23176 2.765899 ,96579 TPMH2O TPM H20 MG .99230 ,98465 .08531 .61659 -.8822837 -.67721 (CONSTANT) -14.90897
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NICOTINE MENTHOL HEXAGON RSM - TOM PERFETTI TUE. SEP 9, 1980. 2:29 PM PAGE 9 FILE NMPANEL (CREATION DATE = 9/ 9/80) HEXAGON RSM PANEL DATA 50891 8294 ..., _ THE CONTENTS OF EACH CASE ON THE AGGREGATED OUTPUT FILE.. SEQUENTIAL CREATED VARIABLE POSITION I AGGREGATION GROUP NUMBER 2 TOTAL NUMBER OF CASES IN AGGREGATION GROUP 3 INCELL - GROUPING VARIABLE VALUE 4 SMOKET - MEAN 5 THERM - MEAN 6 THERMMEN - MEAN 7 STRENGTH - MEAN 8 DRAW - MEAN 9 ARTIFICL -_MEAN 10 HOT - MEAN 11 MTNTY - MEAN 12 HARSH - MEAN 13 MENTHOL - MEAN 14 TOBACCO - MEAN 15 BITTER -.MEAN 16 TONGUE - MEAN 17 SM00TH - MEAN 18 RICH - MEAN 19 LIGHT - MEAN 20 SATISFY - MEAN 21 SMOKEU - MEAN 22 DESNIC - MEAN 23 DESMEN - MEAN A TRUE AGGREGATED OUTPUI FILE WAS WRITTEN ON LOGICAL UNIT 9 IT CONTAINS 7 AGGREGATED CASES THE VARIABLES ON THE FILE GENERATED CAN BE READ INTO SPSS IN A SUBSEQUENT RUN USING THE 'BINARY' FORMAT SPECIFICATION CPU TIME REflUIRED.. 7.38 SECONDS 53 FINISH - 00052000 NORMAL END OF JOB. 53 CONTROL CARDS WERE PROCESSED. 0 ERRORS WERE DETECTED. t I,
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NLCOTINE-MENTHOL RSM CORRELATIONS TUE SEP 9 1980 FILE NMMEAN (CREATION DATE = 9/ 9/80) CORRELATION COEFFICIENTS A VALUE OF 99.00U00 IS PRINTED IF A COEFFICIENT CANNOT BE COMPUTED. 1 0 r 2.24 PM PAGE 14 50891 8227 SMOKET THERM SMOKET 1.00000 2 822 THERM .24822 THERMMEN ~~ STRENGTH .32244 DRAW .27044 ARTIFICL .22130 HOT -.UU934 MINTY .33880 HARSH .26850 MENTHOL .47969 TOBACCO .15202 BITTER -.13324 THERMMEN . 4 0 70 1.00000 :8~ ~ .44508 -.66522 -.38896 -.68867 .52699 -.20377 .38846 .48090 -.53002 STRENGTH .3 3 44 3 .83985 1. (If000 .79010 -.45350 .09074 -.24328 .81400 .02357 .76381 .01810 -.31979 DRAw . 22 4 2 .44508 .79010 1.00000 .11250 .56042 .31402 .71795 .51751 .79706 -.12318 .15658 ARTIFICL . 704 2 1 0 -.66522 -.45350 .11250 1.00000 .74337 .74785 -.10588 .74319 .07282 -.22676 .52081 HOT . 2 3 - 9 0 -.38896 .09074 .56042 .74337 1.00000 .81817 .44340 .73035 .59346 -.65226 .35945 AINTY . 0 34 -.68867 -.24328 .31402 .74785 .81817 1.00000 .07328 .48779 .27727 -.58817 .78419 HARSH .33880 .52699 .81400 .71795 -.10588 .44340 .07328 1.00000 .08125 .95766 -.28689 -.15267 MENTHOL .26850 -.20377 .02357 .51751 .74319 .73035 .48779 .08125 1.00000 .21719 -.13763 .15449 TOBACCO .47969 .3§846 .76381 .79706 .07282 .59346 .27727 .95766 .21719 1.00000 -.36152 .01174 ER eIr .15202 .48090 .01810 -.12318 -.22676 -.65226 -.58817 -.28689 -.13763 -.36152 1.00000 - 07440 T TONGUE -.13324 -.53002 -.31979 .15658 .52081 .35945 .78419 -.15267 .15449 .01174 -.07440 . 1.00000 SMOOTH -.552U5 0 .04031 .35538 .53425 -.03041 .45122 .32251 .32741 .35694 .28399 -.47311 .07416 RICH . 3197 .71208 .40840 .02125 -.67286 -.69578 -.60416 .18296 -.64523 .04765 .68628 -.08273 LIGN .31256 .83212 .93713 .61416 -.60231 -.10443 -.31541 .76695 -.28969 .70983 .06357 -.26798 f SATISFY -.35431 -.46939 -.53045 -.60421 -.22964 -.39214 -.00841 -.73313 -.38568 -.66817 -.19295 .051 06 DES .00417 .d3699 .57534 .29171 -.64994 -.60149 -.59747 .16622 -.32283 .05315 .73 1 -.14U49 NIC OESMEN .501U5 4 .52747 .24660 .26839 .02551 -.28068 -.36275 -.04291 .24515 -.02232 8710 -.03329 T0dNIC . 2261 .57727 .84311 .71460 -.11929 .43650 -.03851 .95688 .19566 .91659 -. 384 -.36820 TSUGAkS .46151 4 .46894 .17079 .21282 .05371 -.29149 -.36927 -.14535 .29569 -.12030 .86816 -.06156 RSUGARS .3 085 .28491 .54837 .83450 .19018 .44367 .26475 .27622 .69386 .42110 -.02038 .09111 TOePH .21645 0 .33082 .59633 .85455 .14306 .46512 .21988 .34303 .71104 .44143 -.06770 .00211 TUdMEN . 8440 9 -.30118 -.19440 -.4234U -.23300 -.14194 .07935 -.04285 -.64194 .01170 -.46427 .01728 MOIST .3 853 - 4 5 3 .55427 .83114 .76131 -.04886 .48613 .03754 .97852 .23381 .94206 -.26099 -.25196 PUFFCT . 2 7 58 .27288 .53746 .40990 -.45882 .16604 .02037 .45511 -.07761 .35126 -.51435 -.20057 TPMCIG . 905 5 0 .36923 .26567 .47006 .26121 .03840 -.07807 -.00495 .54876 .10206 .63400 .07263 TPMPUFF . 1 43 .57497 .37102 .42993 .05189 -.14431 -.31361 .06588 .39303 .09293 .77020 -.08827 NICCIG .48465 52 89 .74295 .48572 .39147 -.16190 -.29496 -.49599 .16722 .19059 .13744 .81631 -.22505 NICPUFF . 3 9 5 .49578 .26404 .33180 .06903 -.20349 -.30966 -.06524 .36117 -.01615 .79758 -.05452 TPMHZO . 473 7 .53291 .27411 .29378 .01929 -.26085 -.36545 -.04740 .28299 -.01069 .82954 -.08343 TARCIG .6 688 4 .62602 .42979 .40245 .03668 -.11372 -.39310 .18933 .36214 .20686 .69139 -.27058 TARPUFF . 7958 .54953 .35589 .44135 .06258 -.13879 -.27558 .03829 .40078 .07457 .76993 -.03234 MEN IG .43218 .72274 .48592 .43547 -.13796 -.26532 -.43458 .16332 .21694 .14006 .81664 -.14009 C MENPUFF .4U712 39 .59697 .86282 .79414 -.06830 .46905 -.00285 .95050 .28887 .91662 -.22743 -.30293 SMKPH . 689 .58199 .85162 .77734 -.06756 .47344 .00650 .96211 .26467 .92448 --.24647 -.29438 RDWT .43514 .66285 .36421 .05548 -.26576 -.38026 -.56377 .38269 -.29921 .25706 .66193 -.26253 .50645 .37407 .37945 .58336 .11836 .03378 .03594 .02013 .43541 16711 50339 21680 c NICCONSM NICTRANS .47173 .46695 .19560 .25797 .06384 -.25972 -.33326 -.13203 .32267 . -.09407 . .84459 . -.03634 .76421 .54498 .56290 .64941 .09803 .11542 -.10247 .30277 .44774 .41742 .43261 -.07180 ~
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980. 2:31 PM PAbE 12 FILE NMMEANM (CREATION DATE = 9/ 9/80) MENPUFF MENTHOL UG PER PUFF MEAN 39.214 MINIMUM 8.000 MAXIMUM 73.000 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - SMKPH SMOKE PH MEAN 6.391 MINIMUM 6.300 MAXIMUM 6.550 vALIJ CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - RDwT ROD WEIGHT MG MEAN 788.657 MINIMUM 764.700 MAXIMUM 809.800 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - + - - - - _ - - - - - - - - - - - - - - - - NICCONSM NICOTINE CONSUMMED MEAN 12.319 MINIMUM 9.470 MAXIMUM 15.180 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - NICTRANS NICUTINE TRANSFERED MEAN 6.567 MINIMUM 6.240 MAXIMUM 6.850 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TNRATIO TN RATIO MEAN 13.667 MINIMUM 12.210 MAXIMUM 16.000 50891 8316 i VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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NICOTTNF.-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980, 2:32 PM PAGE 38 FILE NMMEANM (CREATION DATE = 9/ 9/80) x* x* x x,t x x**+ x* x* x x*+r x* * M U L T I P L E DEPENDENT VARIABLE.. MINTY < NO - EXTREME MINTY TASTE > 50891 8343 R E 6 R_E S S 1 0 N x* x x* x* x x x x x* VARIABLE LIST 1- REGRESSION LIST 2 SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA T08MEN TOBACCO MENTHOL X .89344 .79823 .79823 .89344 11.61905 4.22306 MENCIG MENTHOL MG PER CIG .98395 .96815 .16992 .83602 -1U.24424 -3.35504 (CONSTANT) 1.916739 l l L
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DEPENDtNT VARIAHLE.. SMOKET # OF TEST CIGARETTES SMOKED VARIABLE(S) ENTERED ON STEP NUMBER 1.. NICTRANS NICOTINE TRANSFERED MULTIPLE R .91125 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SqUARE .83038 REGRESSION 1. 55.12757 55.12757 24.47715 ADJUSTED R SQUARE .79645 RESIDUAL 5. 11.26103 2.25221 STANDArtD ERROR 1.5U073 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIA8LE BETA IN PARTIAL TOLERANCE F NICTRAot S 14.01795 .91125 2.83338 24.477 DESNIC -.44215 -.64070 .35616 2.785 (CONSTANT) -50.57292 DESMEN .26866 .59846 .84171 2.232 T06NIC -.43011 -.65487 .39323 3.0U3 TSUGARS .03220 .0513o .43155 .011 RSUGARS .04660 .08428 .55496 .029 TOBPN .26369 .58503 .83492 2.081 TOBMEN .21254 .47257 .8386U 1.150 MOIST .23705 .55513 .93029 1.782 PUFFCT -.89386 -.90423 .17358 17.933 TPMCIG -.53759 -.63997 .24038 2.775 TPMPUFF -.21312 -.29267 .31987 .375 NICCIG -.53784 -.66982 .26308 3.255 NICPUFF -.46175 -.59222 .27902 2.161 TPMH2O -.29478 -.31861 .19815 .452 TARCIG -.57184 -.69234 .24864 3.682 TARPUFF -.28085 -.39093 .32864 .722 MENCIG .23373 .50232 .78347 1.350 MENPUFF .22747 .49785 .81252 1.318 SMKPH -.01405 -.03153 .85489 .004 RDwT -.50017 -.52536 .18714 1.525 NICCONSM -.47161 -.67724 .34978 3.389 TNRATIO .49047 .64901 .29701 2.911 t NICOTINE-MENTHUL RSM CORRELATIO•+S TUE, SEP 9, 1980, 2:32 PM PAGE 19 FILE NMMEANM (CREATION DATE = 9/ 9/80) 50891 8324 ~ x* r* x x_x x* x r x x x x x x x x x x x x M U L T I P L E R E G R.E S S I 0 N x x x x x x x* x x x x: VARIABLE LIST 1- REGRESSION LIST 1 s
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NICOTIwE-MENTHOL KSM CORRELATIONS TUE. SEP 9, 1980, 2:32 PM PAGE 41 CPU TIYtE REOUIREO.: 7.27 SECONDS 51 REGRESSION VARIABLES=MENTHOL TO SATISFY,DESNIC,DESMEN, 00049000 52 . TOdNIC TO TNRATIO/ U0050000 53 REGRESSION=MENTHOL (6.4.0) WITH DESNIC TO TNRATIO(1)/ 00051000 54 REGRESSION=TOBACCO (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00052000 55 REGRESSION=BITT'ER (6,4.0) WITH DES42C TO TNRATIO(1)/ 00053000 56 REGRESSION=TONGUE (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00054000 57 REGRESSION=SMOOTH (6,4.0) WITH OESNIC TO TNRATIO(1)/ 00055000 58 REGRESSION=RICH (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00056000 59 REGRESSION=LIGHT (6.4.0) WITH DESNIC To TNRATIO(1)/ 00057000 00 REGRESSION=SATISFY (6,4.0) WITH DESNIC TO TNRATIO(1)/ 000580U0 50891 8346 ***** REGRESSION PROBLEM REQUIRES 15624 BYTES WORKSPACEr NOT INCLUDIN6 RESIDUALS *****
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NICOTINE-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980, 2:32 PM PAGE 28 50891 8333 c FILE NMMEANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R.E S S I 0 N ******** tr t** t VARIABLE LIST 1 REGRESSION LIST 4 DEPENDENT VARIABLE.. STRENGTH < NOT - EXTREMELY STRONG > ~ VARIABLE(S) ENTERED ON STEP NUMBER 2.. SMKPH SMOKE PH C MULTIPLE R .94834 ANALYSIS OF VARIA NCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .89934 REGRESSION 2. .35764 .17882 17.86913 ADJUSTED R SQUARE .84901 RESIDUAL SIANDARD ERROR .10004 4. .04003 .01001 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR 8 F VARIABLE BETA IN PARTIAL TOLERANCE F F TSUGARS .1139683 .94320 .01966 33.604 DESNIC -.33710 -.60995 .32955 1.777 SMKPH 1.264466 .44152 .46598 7.364 DESMEN .14651 .37945 .67521 .505 { (CONSTANT) -5.755468 TOBNIC -.32562 -.67357 .43071 2.491 ' RSUGARS .12869 .08621 .04517 .022 TOBPH .17375 .45096 .67808 .766 (' T08MEN .16597 .41884 .64107 .638 MOIST .23661 .68829 .85179 2.701 PUFFCT -.43214 -.74296 .29753 3.696 ~ TPMCIG -.46318 -.7J817 .23530 3.018 TPMPUFF -.41936 -.53573 .16427 1.208 NICCIG -.36583 -.67636 .34407 2.530 ~ NICPUFF -.35965 -.65099 .32979 2.206 TPMH2O -.67721 -.92061 .18602 16.675 TARCIG -.39927 -.63555 .25504 2.033 t TARPUFF -.31873 -.41867 .17368 .638 MENCIG .15951 .38193 .57705 .512 MENPUFF .15962 .39336 .61133 .549 ~ RDWT -.12920 -.20416 .25135 .130 NICCONSM -.32175 -.65209 .41345 2.219 NICTRANS -.47391 -.50634 .11491 1.034 {,_ TNRATIO .29449 .65131 .49237 2.21U #.. L
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NICOTIHE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:52 PM PAGE 21 FILE * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E DEPENDENT VARIABLE.. SMOKET # OF TEST CIGARETTES SMOKED NMMEANM (CREaTION DATE = 9/ 9/80) 5089, B326 R E 6 R_E S S 1 0 N * t********** t VARIAyLE LIST 1 - REGRESSION LIST 1 SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA NICTRAfvS NICOTINE TRANSFERED .91125 .83038 .83U38 .91125 26.51823 1.72384 PUFFCT PUFF COUNT .98441 .96906 .13869 .67324 -6.387735 -.89336 (CONSTANT) -8U.28a58 ~
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NICOTINE-MENTHi)L RSM CORRF_LATIONS TOE, SEP 9, 1980. 2:33 PM PAGE 47 ag52 50g91 FILE NM1!EANN (CREATIOA DATE = 9/ 9/80) * * * * * * * * * * * * * * * ~ * ~ * * * * * * M U L T I P L E R E G R _E S S I 0 N * * * * r * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 1 DEPENDENT VARIAHLE.. MENTHOL < NO - EXTREME MENTHOL TASTE > SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANG E SIMPLE R B BETA TOBMEN TOBACCO MENTHOL X .91903 .84461 .84461 .91903 25.71749 6.51070 MENPUFF MENTHOL UG PER PUFF .90956 .94004 .09543 .89147 -.2177610 -5.74878 TSUGARS TOTAL SUGARS .98797 .97609 .03605 .30266 .14U3402 .33064 TOk3Pn TOBACCO PH .Q9749 .99498 .01889 .07523 2.261112 .14772 MOIST CIGARETfE MOISTURE X .99968 .99936 .U0438 .37051 .3998023 .07978 (CONSTANT) -16.46467 .
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NICOfINE-MENiHOL kSM CORRELATIONS ~ TUEi SEP 9, 1980, 2:32 PM PAGE 26 50891 8331 FILE NMMEANM (CREATION DATE = 9/ 9/80) * * * * * *-*. * * * * * * * * * * * * * * * * M U L T I P L E R E G R-E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 DEPENDENT VARIABLt.. THERMMEN MENTHOL THERMOMETER RATING SUMMARY TABLE REGRESSION LIST 3 VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA MENCIG MENTHOL MG PER CIG .84791 .71895 .71895 .84791 34.73610 .d4791 (CONSTANT) 51.04407 *e,~ti{;t -_ t
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9i 1980, 2:32 PM PAGE 24 FILE NMMEANrt (CREATION DATE = 9/ 9/80) 50891 8329 * * * * * * * * * * * * * * x * * * * * * * * M U L T I P L E R E G R _E S S I 0 N * * * * * ir * * k t * * * VARIABLE LIST 1 DEPENDENT VARIABLE.. THERM THERMOMETER RATING OF TEST PRODUCT REGRESSION LIST 2 SUMMARY TABLE C VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA TPMPUFF TPM MG PER PUFF .81757 .66842 .66842 .81757 136.4705 2.63818 DESNIC NICOTINE RSM DESIGN UNIT .98870 .97752 .30910 .61955 -14.26708 -1.90361 (CONSTANT) -149.9424 L
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NICOTINE-NENTHOL dSM CORRELATIUNS TUE. SEP 9, 1980. 2:32 PM PAt;E 29 FILE NMMEANM (CREATION DATE = 9/ Q/80) 50891 8334 * * * * * * * * * * * * * * * * * * * * * t * M U L T I P L E R E G R.E S S I 0 N * * * t * * t * * * t r + VARIABLE LIST 1 - REGRESSION LIST 4 DEPENDENT VARIABLE.. STRENGfH < NOT - EXTREMELY STRONG > VAe2IA9LF(S) ENTERED ON STEP NUMBER 3.. TPMn20 TPM H20 MG MULTIPLE R ,99230 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .98465 REGRESSION 3. .39156 .13052 64.15362 ADJUSTED R SQUARE .96930 RESIOUAL 3. .00610 .00203 STANDARD ERROR . .04511 ----°--°------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN TH E EQUATION -------------- VARIABLE 8 BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TSUGARS .1685012 11.39452 .U1603 110.509 DESNIC .15384 .44551 .12872 .495 S-aKP,i 2.765899 .96579 .42348 42.658 DESMEN -.09857 -.52678 .43840 .766 TPMd20 -.8822837 -.61721 .21606 16.675 TOBNIC .15181 .44256 .13044 .487 (CONSTANT) -14.90897 , RSUGARS -.27622 -.45505 .04165 .522 TOBPH .07262 .45983 .615,4U .536 TOBMEN -.14228 -.68265 .35335 1.745 MOIST .01318 .00732 .40026 .009 PUFFCT .04481 ,1u938 .09121 .024 TPMCIG .13946 .29785 .07U00 .195 TPMPUFF .28583 .61488 .07103 1.216 d NICCIG .20482 .51192 .09588 ,71U NICPUFF .24779 .61278 .U93H7 1.203 TARCIG .12666 .52496 .10102 .236 TARPUFF .19014 .50118 .10663 .671 MENCIG -.13182 -.63152 .35225 1.327 MENPUFF -.13255 -.64434 .36266 1.420 RDiT .17803 .63891 .19768 1.380 NICCONSM .15832 .46843 .15437 .562 NICTRANS .18943 .38435 .06319 .347 TNRATIO -.17471 -.54490 .14929 .845 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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MTCOTI^+E-:*ENTHOL HSpi CORRELAfIONS . TUE. SEP 9, 1980. 2:32 PM PAGE 40 50891 8345 FILE NNIMEANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * k * * * * * * * * * * * * M U L T I P L E R E G R-E S S 1 0 N * * * * * * * * t * * * * VARIABLE LIST 1 - DEPENDENT VARIABLF.. HARSH ( NOT - EXTREMELY HARSH TASTE > REGRESSION LIST 3 SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA MOIST CIGARETTE MOISTURE % .69943 .48921 .48921 -.69943 -.6336815 -.69943 (CONSTANT) 11.U2138 L
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NICOTINE-ME"*THOL RS?4 CORRELATIUNS' TUE. SEP 9, 1980, 2:32 PM PAGE 34 CPU TIME RE4UIKED.. 25.40 SECONDS 46 REGRESSION VARIABLES=HOT TO HARSH DESNIC.DESMEN. 0004400U 47 TOBNIC TO TNRATIO/ 00045000 48 REGRESSION=HOT (6,4.0) WITH DESNIC 70 TNRATIO(1)/ 00046000 49 REGRESSION=MINTY (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00047000 50 REGRESSION=HARSH (6,4.0) WITH DESNIC TO TNRATIO(1)/ 00048000 ***** RE6RESSION PROBLEM REQUIRES 12064 BYTES WORKSPACE, NOT INCLUDING RESIDUALS ***** 50891 $339 C:
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NICOTINE-MENTHOL HSM CORRELATIONS . TUE. SEP 9. 1Y80. 2:33 PM PAGE 53 50891 8358 FILE NMMEQNM (CREATION OATE = 9/ 9/80) * r**** r** r+ z r* x* r~+* t~* M U L T I P L E R E G R_E S S I 0 N ************~ VARIABLE LIST 1 DEPENDENT VARIABLE.. T08ACC0 < NO - EXTREME TOBACCO TASTE > REGRESSION LIST 2 SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSO'CHANG E SIMPLE R B BETA SMKPH SMOKE PH .86552 .74912 .74912 .86552 .8778173 .34220 TOdNIC TOBACCO NICOTINE X .95698 .91581 .16670 .80499 .2639714 .37031 PUFFCT PUFF COUNT .99595 .99191 .07609 .56447 -.6729025 -1.35828 NICCIG NICOTINE MG PER CIG .99973 .99946 .U0755 .74429 1.672437 1.17446 DESNIC NICOTINE RSM DESIGN UNIT .99998 .99996 .U0U50 .83690 .1162244 .35638 (CONSTANT) 1.683347
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:32 PM PAGE 31 50891 8336 FILE NMMEAN,a (CREATION DATE = 9/ 9/80) * z t***** z** z#* z z* z***** N U L T I P L E R E G R_E S S I 0 N ** z* t**** t*** VARIABLE LIST 1 REGRESSION LIST 5 DEPENDENT VARIABLE.. DRAW < EASY TO - EXTREMELY HARD TO DRAW > VARIABLE(S) ENTERED ON STEP NUMBER 1.. DESMEN MENTHOL RSM DESIGN UNIT MULTIPLE R .76599 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .58674 REGRESSION 1. .21216 .21216 7.09880 ADJUSTED R SQUARE .50408 RESIDUAL 5. .14943 .02989 STANDAdD ERROR .17288 ----------------- VARIA BLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIAHLE B BETA STD ERROR 8 F VARIABLE BETA IN PARTIAL TOLERANCE F t DESMEN -.2659321 -.76599 .09981 7.099 DESNIC -.02826 -.04396 1.00000 .008 (CONSTANT) 2.484192 TDBNIC -.03175 -.04924 .99415 .010 TSUGARS -.02814 -.04047 .85433 .007 RSUGARS -.08668 -.12001 .7923U .058 TOBPH .U3269 .05060 .99005 U1U TOdMEN 1.53361 .36311 .02317 .607 MOIST -.45584 -.63U65 .79100 2.641 PUFFCT .07980 .12377 .99423 .U62 TPMCIG -.03934 -.06058 .98020 .015 TPMPUFF -.14402 -.21802 .94707 .200 NICCIG -.02662 -.0414U .99979 .007 NICPUFF -.03661 -.05694 .99941 .013 TPMH2O .00838 .01[44 .91108 .001 TARCIG -.04376 -.06770 .98918 .018 TARPUFF -.1453U -.22111 .95697 .206 MENCIG .08793 .02U85 .02324 .002 MENPUFF .60979 .12532 .01746 .064 SMKPH -.03940 -.U5790 .89258 .013 RDWT -.02540 -.03942 .99536 .U06 NICCONSM -.03207 -.04979 .99612 .010 NICTRANS .04256 .06074 .84171 .015 TNRATIO -.05371 -.08311 .98940 .028 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION . f
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NICOTINE-MENTHOL RSM CORdELATIONS TUE, SEP 9, 1980, 2:33 PM PAGE 60 FILE NMMEANM (CREATION DATE = 9/ y/R0) 50891 8365 ,t x,t **,t *,r **,r ****,t *,t t*# t:r M U L T I P L E R E G R_ E S S I 0 N ************* V A R T A B L E L I S T 1 DEPENDENT VAHIABLE.. SMOOTH < NOT - EXTREMELY SMOOTH TASTE > F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION REGRESSION LIST 5
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NICOTINE-MENTHUL uSM CORkELAtIUNS . TOE, SEP 9, 1980, 2:32 PM PAGE 43 50891 8348 FILE NNMEANM (CKE4TION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S 1 0 N * * * * * * * * r * * * * VARIABLE LIST 1 REGRESSION LIST 1 DEPENDENT VARIABLE.. MENTHOL < NO - EXTREME MENTHOL TASTE > VARIA9LE(S) ENTEHED ON STEP NUMBER 2.. MENPUFF MENTHOL UG PER PUFF MULTIPLE R .96956 ANALYSIS OF VARIA NCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .94004 REGRESSION 2. 4.61263 2.30632 31.35547 ADJUSTED R SQUARE .91006 RESIDUAL STANDARD ERROR .27121 4. .29422 .07355 _________________ WARIAALES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TOdMEN 18.88747 4.78160 6.06626 9.694 DESNIC -.03966 -.15414 .90582 .073 MENPUFF -.14677Qa -3.87490 .05817 6.366 DESMEN -.04918 -.U2653 .01744 .002 (CONSTANt) 2.199769 TOBNIC -.04736 -.17787 .84588 .098 TSUGARS .27371 .77536 .48115 4.522 RSUGARS .29180 .7111U .35608 3.U69 TOBPH .1U767 .37686 .73453 .4y7 MOIST .06932 .24360 .74043 .189 PUFFCT .02767 .1U168 .8U985 .031 TPMCIG -.03152 -.11359 .77856 .039 TPMPUFF -.06129 -.22113 .78063 .154 NICCIG -.01776 -.U6'524 .80915 .013 NICPUFF -.02716 -.1U215 .84801 .032 TPMH2U -.06459 -.22653 .73757 .162 TARCIG -.01622 -.05885 .78966 .010 TARPUFF -.04517 -.16455 .795d3 .083 MENCIG 4.74309 .44180 .00U52 .728 SMKPH -.15388 -.5671U .81431 1.422 RDWT .13235 .48675 .81095 .931 NICCONSM -.03110 -.11589 .83279 .041 NICTRANS .08861 .29667 _ .67216 .290 TNRATIO -.00460 -.01759 .87749 .001
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END OF PROGRAM :EOJ 00016000 CPU SEC. = 293. ELAPSED MIN. = 18. TUE. SEP 9, 1980, 2:33 PM 50891 8379 °,1
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NICOTIwE-MENTHOL RSM CORRELATIONS ~ TUEi SEP 9r 1980, 2:32 PM PAGE 25 FILE NMMEANm (CREATION DATE = 9/ 9/80) g330 50g91 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R -E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 - DEPENDENT VARIAHLE.. THERMMEN MENTHOL THERMOMETER RATING VARIABLE(S) ENTERED ON STEP NUMBER 1.. MENCIG MENTHOL MG PER CIG REGRESSION LIST 3 MULTIPLE R .84791 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .71895 REGRESSION 1. 308.09574 308.09574 12.79035 ADJUSTED R SQUARE .66274 RESIDUAL 5. 120.44073 24.08815 ~' STANDARD ERROR 4.90797 ----------------- VARIAB LES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F C, MENCIG 34.73610 .847Q1 9.71270 12.790 DESNIC .23361 .43891 .99207 .954 (CONSTANT) 51.04407' DESMEN -1.54342 -.44384 .02324 .981 TOBNIC .22277 .42017 .99978 .858 , TSUGARS .33164 .55119 .77636 1.746 RSUGARS .33713 .53116 .69763 1.572 T08PH -.12056 -.22115 .94568 .206 TOBMEN -2.00497 -.46466 .01510 1.101 MOIST .17461 .29362 .79476 .377 PuFFCT .21916 .40674 .96804 .793 TPMCIG .25362 .46443 .94246 1.100 TPMPUFF .28468 .51053 .90388 1.410 NICCIG .24589 .46110 .98833 1.080 NICPUFF .24154 .45290 .98814 1.032 TPMH2O .17226 .3U236 .86589 .402 TARCIG .27213 .50198 .95634 1.347 TARPUFF .31191 .56134 .91031 1.840 MENPUFF -6.27311 -.55748 .00222 1.804 SMKPH .03113 .05544 .89104 .012 RDaT .35575 .66159 .97200 3.114 NICCONSM .23948 .45149 .99897 1.024 ` NICTRANS .28588 .47731 .78347 1.180 TNRATIO -.20293 -.38264 .99919 .686 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOTINE-NENTHOL R5" C0RAELATIONS TUEr SEP 9, 1980, 2:33 PM PAGE 50 50891 8355 FILE NMMEANM (CRE4TION DATE = 9/ 9/ 80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 DEPENDENT VARIARLE.. TOBACCO < NO - EXTREME TOBACCO TASTE > REGRESSION LIST 2 VARIABLE(S) ENTERED bN STEP NUMBER 3.. PUFFCT PUFF COUNT MULTIPLE R .9 9595 ANALYSIS OF VARIA NCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .9 9191 REGRESSION 3. .31647 .10549 122 56273 ADJUSTED R SQUARE .9 STANDARD ERROR .U 8381 RESIDUAL 2434 3. .00258 . .0U086 ----------------- VARIA BLES IN THE EQUATION ------------------ - ------------ VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 HETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F SMKpR 1.098310 .42815 .18008 37.199 DESNIC .62426 .44385 .00409 .491 T013141C .9762026 1.36945 .12693 59.152 DESMEN .09090 .57087 .31922 .967 PUFFCT -.4221970 -.85222 .07949 28.207 TSUGARS .18021 .84926 .17975 5.175 (CONSTANT) -1.890460 RSUGARS .10662 .66320 .31314 1.57U TOBPH .02216 .18743 .57923 .U73 TOBMEN .08956 .50661 .25895 .691 MOIST .G7867 .73058 .69801 2.290 TPMCIG .3483tl .59870 .02390 1.117 TPMPUFF .26980 .83991 .06798 4.790 NICCIG 1.24242 .b6610 .00489 28.009 NICPUFF .832a4 .85208 .00847 5.3uu TPMH2O .10391 .29228 .06403 .187 TAHCIG .35497 .63124 .02559 1.325 TARPUFF .24518 .77585 .08104 3.024 MENCIG .08301 .53265 .33321 .792 IMENPUFF .08352 .52062 .31447 .744 ROWT .20642 .78991 .11652 3.319 NICCONSM 2.46663 .86811 .00100 6.117 NICTRANS .26048 .85121 .08642 5.261 TNRATIO .02521 .06658 .05643 .009
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NICOTINE-MENTHOL RSM CORRELATIONS _ TUE, SEP 9, 1980, 2:31 PM PAGE 9 FILE NMMEANM (CREATION DATE = 9/ 9/80) SMOOTH < NOT - EXTREMELY SMOOTH TASTE > MEAN 4.60 MINIMUM 4.111 MAXIMUM 5.036 VALID CASES 7 MISSING CASES 0 ~ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - RICH < NOT - EXTREMELY RICH FLAVOR > MEAN 3.915 MINIMUM 3.037 MAXIMUM 4.393 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - LIGHT < NOT - EXTREMELY LIGHT TASTE > MEAN 4.128 MINIMUM 3.762 MAXIMUM 4.409 VALID CASES 7 MISSING CASES 0 50891 8313 0 - - - - - - - - - - - - - •• - - - - - - - - - - - - - - - - - - - - - SAiISFY < NOT - EXTREMELY SATISYING > [ MEAN 4.289 MINIMUM 3.333 MAXIMUM 4.762 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DESNIC MEAN NICOTINE .000 RSM DESIGN UNIT MINIMUM -.866 MAXIMUM t .866 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - DESMEN MENTHOL RSM DESIGN UNIT MEAN .000 MINIMUM -1.000 MAXIMUM 1.000 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - TOBNIC TOBACCO NICOTINE X MEAN 2.061 MINIMUM 1.630 MAXIMUM 2.480 VALID CASES 7 MISSING CASES 0 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - ( • ~..
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NICOTINE-NENTHOL RS*1 CORRELATIONS TUE. SEP 9, 1980, 2:53 PM PAbE 48 FILE NMMEANM (CP.EA(I0`J DATF = 9/ 9/80) * * * k * * * * ,r * * x # * x * * # t * * * * M U L T I P L E JEPEND'tNT VARIABLE.. TOBACCO < NO - EXTREME TOBACCO TASTE > VARIABLE(S) ENTERED ON STEP NUMFiER 1.. SMKPH SMOKE PH R E G R_E S S I 0 N +c ** t t,t z****** 50891 8353 VARIABLE LIST 1 REGRESSIJN LIST 2 MULTIpLE R .86552 ANALYSIS OF VARIA NCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .74912 ADJUSTtD R SQUARE .69s394 STANDARD ERROR .12653 REGRESSION RESIDUAL 1. .23901 5. .08005 .23901 14.92956 .01601 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES N0T IN TH E EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F SMKPH 2.220249 .86552 .57462 14.930 DESNIC .49071 .77397 .62412 5.976 (COVSTANT) -1(j.51090 DESMEN -.31799 -.59979 .89258 2.248 TOBNIC .48149 .81513 .71903 7.920 TSUGARS .11811 .22989 .95054 .223 RSUGARS .09857 .19143 .94637 .152 TOBPH -.23569 -.46392 .9720v 1.097 TDBMEN -.33600 -.62661 .87254 2.586 MOIST -.15820 -.29552 .87549 .383 PUFFCT .30658 .57593 .88538 1.985 TPMCIG .40309 .68194 .71807 3.477 TPMPUFF .49962 .72684 .53096 4.48U NICCIG .42494 .74241 .76578 4.912 NICPUFF .45724 .75828 .69001 5.412 TPMH2O .35612 .55447 .60819 1.776 TARCIG .39685 .68950 .75732 3.625 TARPUFF .46914 .71148 .57702 4.101 MENCIG -.27921 -.52619 .89104 1.532 MENPUFF -.30094 -.56574 .88667 1.883 RDWT .26770 .52763 .97458 1.543 NICCONSM .45814 .79395 .75345 6.821 NICTRANS .17302 .31938 .85489 .454 TNRATIO -.39121 -.70212 .80812 3.889
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1VICOTINE-MENTHOL RSM CORRELATIONS FILE NMMEANM (CREATION DATE s 9/ 9/80) TUE. SEP 9, 1980, 2:32 PM PAGE 17 50891 8322 MOIST PUFFCT TPMCIG TPMPUFF NICCIG NICPUFF TPMH2O TARCIG TARPUFF MENCIG MENPUFF SMKPH NICCONSM -.51293 :9'4667 .97689 .93157 .99530 .99285 .91752 .97909 .93527 .03217 -.00164 .49653 NICTRANS -.26403 .90908 .87156 .82470 .85844 .84910 .89546 .86681 .81936` .46533 .43299 .38094 TNRATIO .64057 -.94573 -.92289 -.85628 -.96833 -.96901 -.89192 -.92468 -.84950 .02842 .U6102 -.43804 RUwT NICCONSM SMOKET .72797 .56983 THERM .49922 .56854 THERMMtN .48768 .26650 STRENGrH .78651 .51825 DRAW -.07748 .01580 ARTIFICL .02179 -.18204 HOr -.03158 -.34913 MINTY -.12317 -.22644 HARSH .43885 .63709 MENTHOL .06515 -.18324 f08oCC0 .39888 .77495 BITTER .U2622 -.11841 TONGUE -.75102 -.97140 5.400114 .05232 .08361 RICH .32276 .16288 LIGHT -.43704 -.59430 SATISFY .61229 .59717 DESNIC .80017 .Q888u DESMEN .06814 -.06233 fOeNIC .79720 .99796 TSUGARS .79368 .45807 RSUGNRS .680l2 .38450 TOBPH -.45975 -.61999 T06MEN .09659 -.03424 MOiST -.25747 -.51293 POFFCT .92 .94667 TPMCIG :54693 .97689 TPMPUFF .75161 .93157 NICCIG .86541 .99530 NICPUFF .83702 .99285 TPMH2O .75228 .91752 TARCIG .87191 .97909 TARPUFF .93527 MENCIG .16734 .03217 MENPUFF .13008 -.00164 SAKPH .15943 .49653 NICTRANS TNRATIO .91125 -.61836 .65683 -.44815 .61853 -.17867 .82487 -.47325 -.26893 -.13201 .15013 .03971 -.19148 .24548 .13341 .27707 .27166 -.66551 .30274 .18175 .47762 -.69527 -.25854 -.00625 -.78405 .89314 .0U789 .02554 .48996 -.12855 -.67994 .51435 .59833 -.49139 .80240 -.95012 .39786 .10295 .77896 -.96033 .75396 -.45043 .66711 -.33235 -.40630 .44102 .40174 .08830 -.26403 .64057 .9 -.94573 7156 - 92289 .82470 :856 .85844 - .84910 -.96901 .89546 .86681 19 .46533 .43299 .38094 M6b8 ~ .02842 .06102 -.43804 f'
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r- NICOTINE-Mt'+TNUL kSMi CORRELATIONS TUE, SEP 9, 1980, 2:33 PM PAGE 6b 50891 8371 FTLE NMMEA"4 '" (CQEATION DATE = 9/ 9/80) x x x z x x_* : x x* x x z' * x x x x x x** M U L T I P L E R E G R_E S S 1 0 N z# x* x x x x x x x x x VARIABLE LIST 1 REGRESSION LIST 7 DEPENDENT t'ARIABLE.. LIGNT < NOT - EXTREMELY LIGHT TASTE > SUMMARY TA RLE VARIABLE MULTIPLE R R SQUA RE RSQ CHANGE SIMPLE R B BETA TPMH2O TPM H20 MG .79948 .639 18 .63918 -.79948 -2.210212 -1.98558 NICPUFF NICOTI71E M G PER PUFF .91328 .834 09 .19491 -.61733 22.92139 1.52187 TOOPH TOB4CC0 PH .98625 .972 69 .13860 .71499 1.690991 .45419 (CUNSTAN() -4.396257 l
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NICOTINE-MENTHOL RSM CORRELATIONS . TUE, SEP 9p 1980, 2:33 P'M PAGE 72 50891 5377 FILE NMMeANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * N U L T I P L E R E G R_E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 DEPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > REGRESSION LIST 8 SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA TARPUFF TAR MG PER PUFF .79347 .62959 .62959 .79347 7.072899 1.01752 TPMCIG TPM MG PER CIG .92965 .86425 .23466 .65717 .3045799 .96888 ROwT ROD WEIGHT MG .98845 .97704 .11279 .61229 .3865916E-01 1.28404 PUFFCT PUFF COUNT .99793 .99586 .01882 .50309 -2.703951 -2.65598 NICTRANS NICOTINE TRANSFERED 1.00000 1.00000 .00414 .59833 .3878590 .17698 (CONSTANT) -19.90934 e. 4..
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NICOTIrvE-MENTHOL RSM COHRELATIONS TUE. SEP 9, 1980, 2:32 PM PAGE 20 50891 8325 FILE NMMEANM (CREATION DATE = 9/ 9/8 0) * * * * * * * * * * * - * * * yc * * * * * * * * M U L T I P L E R E G R.E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 1 DEPENDENT VARIABLE.. S++OKET p OF TEST CIGARETTES SMOKED VARIABLE(S) ENTERED ON STEP NUMBER 2.. PUFFCT PUFF COUNT I4ULTLPIE R 98441 ANALYSIS OF VARIANC E DF SUM OF SQUARES MEAN SQUARE F . R SQUARE .96906 REGRESSION 2. 64.33485 32.16742 62.65107 ADJUSTED R SQUARE .95360 STANDARD ERROR .71655 RESIDUAL 4. 2.05375 .51344 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F NICTRANS 26.51823 1.72384 ~3.24711 66.695 DESNIC .09431 .20415 .14495 .130 PUFFCT -6.387735 -.89386 1.50843 17.933 DESMEN -.07884 -.27314 .37135 .242 (CONSTANT) -80.28458 TOBNIC .24743 .47307 .11309 .865 TSUGARS .00489 .01823 .43054 .001 RSUGARS .01768 .07476 .55310 .017 TOBPH -.01664 -.06422 .46066 .012 TOBMEN -.10904 -.42131 .46183 .647 MOIST .04576 .21302 .67042 .143 TPMCIG .21727 .35737 .08370 .439 TPMPUFF .12U84 .34357 .25007 .402 NICCIG .38440 .55325 .06408 1.323 NICPUFF .22952 .42996 .10856 .680 TPMH2O .15914 .34976 .14944 .418 TARCIG .21597 .32523 .07015 .355 TARPUFF .08999 .24841 .23573 .197 MENCIG -.080U4 -.30180 .43979 .301 MENPUFF -.08753 -.33384 .45U04 .376 SMKPH -.02215 -.11641 .85454 .041 RDWT -.01797 -.03642 .12701 .004 NICCONSM .29920 .50138 .08687 1.007 TNRATIO -.17829 -.32532 .10299 .355 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION t
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NICOTINF-AENTHOL kS-M COlaRELATIONS TUE. SEP 9, 1980. 2:33 PM PAGE 51 FILE NMMEANM (CkE4TIJN DATE = 9/ 9/80) 50891 835e * * * * * * * * * * * * * * * * * * * * * * * 'n U L T I P L F R E G R _E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 2 DEPENDtNT VARIABLE.. TOBACCO < NO - EX1kEME TOBACCO TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 4.. NICCIG NICOTINE MG PER CIG MULTIPLE R .9 R SQUAK 9 9973 ANALYSIS OF VARIANCE 99 DF SUM OF SQUARES MEAN SQUARE F E . ADJUSTED R SQUARE .9 STANDARD EHBOR .0 46 REGRESSION 9838 RESIDUAL 0928 4. .31888 2. .00017 .07972 926.50908 .00009 -- VARIA BLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN TH E EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F SfdKPH 1.02231? .39853 .05872 303.109 DESNIC .35638 .95993 .00391 11.733 TOBN,IC .4188305 .58755 .11270 13.810 DESMEN -.02224 -.40136 .17572 .192 PUFFCT -.6522350 -1.31656 .05021 168.746 TSUGARS .03738 .39157 .05917 .181 NICCIG 1.769209 , 1.24242 .33429 26.009 RSUGARS .01038 .19052 .18178 .038 (CONSTAUT) .1924525 TOaPH -.0U4oU -.14673 .54801 .022 TOaMEN -.0U828 -.15066 .17838 .023 MOIST .01550 .41122 .37983 .2U4 TPMCIG .02966 .16013 .01572 .026 TPMPUFF .U3533 .21656 .02027 .049 NICPUFF -.08597 -.14895 .00162 .023 TPMH2O -.09874 -.92280 .04711 5.737 TARCIG .U9370 .54764 .01843 .428 TARPUFF .06733 .6U015 .04285 .563 MENCIG -.01028 -.20538 .215U7 .044 MENPUFF -.01006 -.19757 .2U801 .041 RDwT .07606 .86609 .07003 3.019 NICCONSM 1.01332 .95626 .00048 10.688 NICTRANS -.16031 -.68061 .00972 .863 TNRATIO .02655 .27154 .05643 .08U
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NICOTINE-MENTHOL RSM CORRELATIONS TUEi SEP 9, 1980, 2:32 PM PAGE 27 FILE NMMEANvi (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * DEPENDENT VARIABLE.. STRENGTH < NOT - EXTREMELY STRONG > * * * * * * * * * * 50891 8332 M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 4 VARIABLE(S) ENTERED ON STEP NUMBER 1.. TSUGARS TOTAL SUGARS MULTIPLE R .84501 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .71404 REGRESSION 1. .28395 .28395 12.48498 ADJUSTED R SQUARE .65685 RESIDUAL 5. .11372 .02274 STANDARD ERROR .15081 r ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TSUGARS .1021U35 .84501 .02890 12.485 DESNIC .23433_ .40298 .84571 .776 (CONSTANT) 2.46577U DESMEN . .32904 .56873 .85433 1.912 TOBNIC .15993 .27336 .83547 .323 ' RSUGARS -.01088 -.00433 .04538 .000 TOBPH -.0U563 -.00916 .75851 .OOU TOBMEN .35641 .61381 .84816 2.418 MOIST .07195 .13099 .94775 .070 PUFFCT .15857 .21953 .54813 . .2U3 TPMCIG .26249 .40690 .68716 .794 TPMPUFF .34217 .57521 .80810 1.978 NICCIG .19260 .30642 .72386 .415 NICPUFF .21916 .36362 .78718 .6U9 TPMH2O .26324 .42793 .75570 .897 TARCIG .26099 .39709 .66196 .749 TARPUFF .55931 .59144 .77481 2.152 MENCIG .36610 .60323 .77636 2.288 MENPUFF .35723 .60096 .80928 2.261 SMKPH .44152 .80498 .95054 7.364 RDWT .31304 .35612 .37008 .581 NICCONSM .16602 .27597 .79017 .330 NICTRANS .43511 .53452 .43155 1.600 TNRATIO -.11621 -.19403 .79711 .156 4'
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NICOTINE-MENTHOL RS'A CORRELATIONS TUE, SEP 9, 1980, 2:33 PM PAGE 52 8357 1 FILE . 5089 NMMEANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * r * * r * * * * * * * * M U L T I P L E k E G R -E S S I 0 N * * * * * * * * * r t * r VARIABLE LIST 1 - REGRESSION LIST 2 DEPENDtNT VARIABLE.. TOBACCO < NO - EXTREME TOBACCO TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 5.. DESNIC NICOTINE RSM DESIGN UNIT MULTIPLE R .99998 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .9Q996 REGRESSION 5. .31904 .06381 4721.15687 ADJUSTED H SQUARE .99975 RESIDUAL 1. .00001 .0J001 STANDAitD ERROR .00368 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE 2 BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F SMKPH .8778173 .34220 .04818 331.979 DESMEN .02025 1.00000 .10330 .000 T0tlN1C .2639714 .37031 .U6355 17.251 TSUGARS .02694 1.00000 .05835 .000 PUFFCT -.6729025 -1.35828 .U2079 1047.187 RSUGARS .01533 1.00000 .16023 UOU NICCIG 1.672437 1.17446 .13547 152.414 T08PH -.0U887 -1.00000 .53782 .000 DESNIC .1162244 .35638 .03393 11.733 TOaMEN .01699 1.00000 .14667 .000 (CUNSiANT) 1.683547 MOIST .01066 1.00000 .3J246 .00U TPMCIG .05230 1.00000 .0154b .000 TPMPUFF .04582 1.00000 .02018 .000 NICPUFF -.16323 -1.00000 .00159 .000 TPMH2O .26960 1.0U000 .00058 .U00 TAkCIG .05012 1.00000 .01686 .000 TARPUFF .03359 1.00000 .0375a .000 MENCIG .01591 1.0U000 .16728 .000 MENPUFF .01611 1.00000 .16316 .000 RDwT -.1u423 -1.00000 .00390 .000 NICCONSM -23.20448 -1.0000U .0UG00 .000 MICTRANS -.07383 -1.00000 .00777 .000 TNRATIO .02740 1.00000 .05643 .000 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOTI^+E-MENTNUL RSr+ CORRELATIONS . TUE. SEP 9, 1980, 2:33 PM PAGE 57 FILE ' NAMEANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E DEPENDENT VARIABLE.. TONGUE < NO - EXTREME TONGUE BITE > 5089, B36= R E G R E S S I U N ******** t**** VARIABLE LIST 1 - REGRESSION LIST 4 VARIABLE(S) ENTERF.D ON STEP NUMBER 2.. RDwT ROD WEIGHT MG MULTIPLE P .99708 ANALYSIS OF VARIA NCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .99416 REGRESSION ADJUSTED R SQUARE .99125 RESIDUAL STANDARD ERROR .01291 2. 4. .11356 .00067 .05678 340.68980 .00017 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TPMCIG -.1129U13 -1.23345 .U0658 294.801 DESNIC -.1U093 -.28686 .04715 .269 RDwi .2573962E-U2 .29362 .00063 16.705 DESMEN .06638 .85622 .97098 8.241 (CONSTANT) 1.883594 TOBNIC -.21499 -.66511 .05586 2.38U TSUGARS .U3699 .27608 .32503 .248 RSUGARS .02159 .20191 .51034 .128 TOBPH .03950 .36014 .48521 .447 T08MEN .06685 .85825 .96203 8.389 MOIST .0U698 .08391 .84258 .021 PUFFCT .02963 .07764 .04007 .018 TPMPUFF .09456 .27469 .04925 .245 NICCIG -.2721ts -.52570 .02177 1.146 NICPUFF -.10233 -.25259 .0355o .204 TPMN20 .22734 .77166 .06724 4.416 TARCIG -1.14467 -.74848 .pU250 3.822 TARPUFF .04U12 .11692 .04958 .042 MENCIG .06491 .82284 .93792 6.290 MENPUFF .06532 .83356 .95049 6.831 SMKPH .06674 .56623 .420U5 1.416 NICCONSM -.24658 -.68887 .04555 2.7U9 NICTRANS .18001 .90002 .14589 12.793 TNRATIO .04138 .19530 .130U2 .119
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NICOTINE-MENTHUL RSM CORRELATIONS TUE, SEP 9, 1980, 2:32 PM PAGE 23 50891 8328 FILE N:MMEANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R -E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 2 DEPENDENT VARIABLE.. THERM THERMOMETER RATING OF TEST PRODUCT VARIABLE(S) ENTERED ON STEP NUMBER 2.. DESNIC NICOTINE RSM DESIGN UNIT MULTIPLE R .98 870 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F k SQUARE .97 752 REGRESSION 2. 164.71153 82.35877 86.98402 ADJUSTED R SQUARE .96 STANDARD ERROR .97 629 305 RESIDUAL 4. 3.78731 .94683 ----------------- VARIAB LES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TPMPUFF 136.4705 2.63818 13.27671 105.657 DESMEN -.03416 -.14037 .37943 .060 DESNIC -14.267U8 -1.90361 1.92360 55.010 TOBNIC -.67724 -.57410 .01615 1.475 (CONSTANT) -149.9424 TSUGARS .01237 .U7383 .80U07 .016 , RSUGARS -.00462 -.02724 .78128 .002 TOBPH .09061 .48043 .63185 .900 TOBMEN -.01845 -.08256 .45010 .021 MOIST .10877 .37477 .26683 .490 PUFFCT -.06705 -.17133 .14677 .091 TPMCIG • -.27942 -.35164 .03560 .423 NICCIG -.19178 -.23351 .03332 .173 NICPUFF -.18552 -.15056 .01480 .070 TPMH2O -.32157 -.63127 .08661 1.9813 TARCIG -.08091 -.11607 .04626 .041 TARPUFF .6b629 .46907 .01114 .846 MENCIG -.u3191 -.13448 .39927 .u55 MENPUFF -.02936 -.12515 .40844 .048 SMKPH .00910 .04334 .51037 .006 RDWT .11060 .44113 .35754 .725 NICCONSM -.34240 -.32247 .01994 .348 NICTRANS .02697 .10140 .31769 .031 TNRATIO .03381 .05752 .06504 .010 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOTINE-MENTHOL RSM CORRELATIONS . TUE. SEP 9, 1980, 2:33 PM PAGE 55 FILE NMMEANM (CREATIOA DATE = 9/ 9/80) 508?1 8360 * * t * t *_*_ * * + x * + * * * * * * * * * * M U L T I P L E R E G R _E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 3 DEPENDENT VARIABLE.. BITTtR < NOT - EXTREMELY BITTER TASTE > SUMMARY TABLE VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R 8 BETA DESMEN MENTHOL RSM DESIGN UNIT .66959 .44834 .44834 -.66959 -.2985308 -.66959 (CONSTANT) 2.573532
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NICOTINE-MENTHOL RSM CORRELATIONS TU'E. SEP 9, 1980, 2:33 PM PAGE 62 FILE NMMEANM (CREATIOk DATE = 9/ 9/80) 50891 8367 ** t r* t t** r t t r* e t** r*** t M U L T I P L E R E 6 R_E S S 1 0 N ****** t*** vr t* VARIABLE LIST 1- REGRESSION LIST 6 DEPENDENT VARIABLE.. RICH < NOT - EXTREMELY RICH FLAVOR > SUMMARY TABLE VARIABLE MULTIPLE R R SflUARE RSq CHANGE SIMPLE R B BETA DESMEN MENTHOL RSM DES16N UNIT .71999 .51838 .51838 .71999 .4700204 .71999 (CONSTANT) 3.915336 E E . c
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NICOTINE-MENTHOL RSM CORRELATIONS 7UE. SEP 9, 1980, 2:32 PM PAGE 22 83''7 FILE - 50891 ~ NMMEANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 - DEPENDENT VARIABLE.. THERM THERMOMETER RATING OF TEST PRODUCT MARIABLE(S) ENTERED ON STEP NUMBER 1.. TPMPUFF iPM MG PER PUFF REGRESSION LIST 2 MULTIPLE R .81757 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .66842 REGRESSION 1. 112.63257 112.o3257 10.07947 ADJUSTED R SQUARE .60211 RESIDUAL 5. 55.87227 11.17445 STANDAtD ERROR 3.34282 ----------------- VAkIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TPMPUFF 42.29219 .81757 13.32114 10.079 DESNIC -1.90361 -.96551 .08530 55.010 (CONSTANT) -1.544306 DESMEN .42860 .72435 .94707 4.415 TOBNIC -1.53091 -.95603 .12931 42.507 TSU6ARS .07390 .11536 .8081U .054 RSUGARS .15008 .23818 .83507 .241 TOBPH .11335 .15655 .63252 .100 TOBMEN .40516 .6812U .93728 3.463 MOIST .52176 .86463 .91U56 11.847 PUFFCT -.75760 -.67184 ,26076 3.291 TPMCIG -1.61968 -,71843 .06524 4.267 NICCIG -1.43302 -.84777 .11605 10.221 NICPUFF -1.74048 -.89064 .08800 16.405 TPMH2O -.67691 -.35301 .09018 .569 TARCIG -1.33328 -.68675 .08797 S.57U TARPUFF -.56419 -.10634 .01178 .046 MENCIG .42284 .69ts14 ,9U3R8 3,80.j MENPUFF .41916 .69856 .92093 3.812 SMKPH .15900 .20121 .53096 .169 RDWT -.26495 -.30350 .43508 .406 NICCONSM -1.46084 -.92233 .13218 22.791 NICTRANS -.05447 -.05350 .31987 .011 TNRATIO .94425 .84700 .26679 10.155 E
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NICOTINE-MENTHOL RSM CUPRELAtIONS TUE, SEP 9, 1980, 2:33 PM PAGE 59 364 FILE NMatEANM (CREATION DATE = 9/ 9/80) 91 a 5®8 R E G R_E S S 1 0 N ***# x* r t t** z* VARIABLE LIST 1 REGRESSION LIST 4 SUMMARY TABLE * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E DEPENDtNT VARIABLE.. TONGUE < NO - EXTREME TONGUE BITE > VARIABLE MULTIPLE R R SQUARE RSQ CHANGE SIMPLE R B BETA TPMCIG TPM MG PER CIG .98478 .96979 .96979 -.98478 -.1101949 -1.3U221 kDWT ROD WEIGHT MG .99708 .99416 .02437 -.751U2 .166169yE-02 .18955 NICTRANS NICOTINE TRANSFERED .99945 .99889 .00473 -.78405 .1148664 .18U01 (CONSTHNT) 1.93UU79 l`
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€' NICOfINE-MEhTHOL RS-M CORRELATIONS TUE, SEP 9, 1980, 2:33 PM PAGE 69 FILE NMMEANM (CREATION DATE = 9/ 9/80) 50891 8374 * * * * * *_* * * * * * * * * * * * * * * * * N U L T I P L E R E G R_E S S I 0 N * * * * * * t * * * * t * VARIABLE LIST 1 REGRESSION LIST 8 DEPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > VARIABLE(S) ENTERED ON SIEP NUMBER 3.. RDWT ROD WEIGHT MG MULTIPLE R .98845 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .97704 REGRESSION 3. 1.31645 .43882 42.56004 ADJUSTED R SQUARE .95409 RESIDUAL 3. .03093 .01031 STANDARO ERROR .10154 °° ------ °°--- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN TH E EQUATION -------------- 'vARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TARPUFF 22.81709 3.28250 2.73092 69.808 DESNIC -.32522 -.46129 .04619 .541 TPMCIG -.9740658 -3.09855 .14460 45.380 DESMEN .U1412 .0a792 .89002 .016 RDwT .201000bE-01 .66761 .00524 14.740 TUBNIC -.06746 -.10177 .05223 .021 (CUNSTANT) -2y.28406 TSUGARS .11728 .43384 .31417 .464 RSUGARS .09150 .42949 .50577 .452 TOdPH -.0U599 -.02697 .46515 .001 TOBMEN -.00764 -.04710 .87297 .004 MOIST .1J673 .54902 .60750 .863 PUFFCT -2.30997 -.90541 .00353 9 .097 TPMPUFF .75930 .47022 .00880 .568 NICCIG .07264 .06481 .01827 .U08 NICPUFF -.04241 -.05271 .03547 .006 TPMri20 .11730 .19806 .06545 .082 TARCIG -.93508 -.30o26 .00246 .207 MENCIG .00845 .05177 .86234 .005 MENPUFF .0U405 .021-93 .86942 .0U1 SMKPH -.18867 -.01854 .24673 1 .239 NICCONSM -.05865 -.07932 .04199 .013 NICTRANS .05113 .12874 .14552 .034 TNRATIO .07075 .14924 .10215 .046
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NIC0IINE-MENTHOL PSM CORRELATIONS ~ TUEr SEP 9i 1930. 2:33 PM PAGE 70 FILE NM++EANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R_E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 DEPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > VAHIABLE(S) ENTERED ON STEP NUMBER 4.. PUFFCT PUFF COUNT 50891 8375 REGRESSION LIST 8 MULTIPLE R .99793 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SdUARE F R S9UAkE .99586 REGRESSION 4. 1.34181 .33545 120.34248 ADJUSTED R SQUARE .98759 RESIDUAL 2. .U0557 ,0U279 STANOAKD ERROR .U5280 ----------------- VARIABLE S IN THE EQUATION ------------------ VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 BETA STD ERROR e F VARIABLE BETA IN PARTIAL TOLERANCE F TAKPUFF 9.031392 1.29927 4.78624 3.561 DESNIC -.15711 -.50342 .04248 ,339 TPACIG .1610638 .51235 .38380 .176 DESMEH .05954 .83825 .82014 2.363 RDwT .38ri6291E-U1 1.29081 .U0679 32.754 TUBNIC -.16751 -.58755 .05090 .527 PUFFCT -2.351690 , -2.3U997 .77972 9,097 TSUGARS .05644 .47426 .29215 .290 (CUNSTaNT) -21.15798 RSUGARS .03635 .38301 .45926 .172 TOBPH .04378 .45111 .43939 .255 TOBMEN .05714 .76639 .74435 1.423 MOIST .02917 .31034 .46834 .107 TPMPUFF .55222 .79640 .00861 1.734 NICCIG -.16073 -.32933 .01737 .122 NICPUFF -.04302 -.12597 .03547 ,016 TPMH2U .24840 .96338 .06223 12.9U1 TARCIG -1.27655 -.97806 .00243 22.U39 MENCIG .05526 .76434 .79169 1.405 MENPUFF .05562 .76567 .78402 1.417 SMKPH .10302 .46555 .08449 .277 NICCONSM -.19299 -.60358 .04047 .573 NICTRANS .17698 .99978 .13204 2319.841 TNRATIO .02197 .10845 .10081 .012 ~
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NICOiINE-HENTH0L RSO CONRGLoTIUNS TUE. SEP 9, 1980, 2:33 PM PAGE 67 50891 8372 FILE NNMtAh1iN (CREAT[ON D4TE = 9/ 9/80) * r***~** t t** t#*~*+*** r t M U L T I P L E R E G R_E S S I 0 N t i r~ f t**. r** ir VA tIABLE LIST 1 REGRESSION LIST 8 DEPENDENf VARIARLE.. SATISFY < NOT - EXTREMELY SATISYING > VARIAPLE(S) ENTERED ON STEP N(1Mt3ER 1.. TARPUFF TAR MG PER PUFF MULTIPLE R ,7Q 347 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .62 959 REGRESSIOv 1. .8483U .84830 8.49859 ADJUSTED R SQUARE .55 STANDAHD ERROR .31 551 RESIDUAL 594 5. .49908 .09982 ----------------- VARIAB LES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VAKIABLE 3 BETA STD ERROR B F VARIABLE tlETA IN PARTIAL TOLERANCE F T4RPUFF 5.515491 .7y347 1.89195 8.499 DESNIC -1.42652 -.67105 .08197 3.277 (CONSTANT) -3.03dK8V DESMEN .14458 .23238 .956y7 .228 TOBNIC -1.20629 -.71103 .12869 4.090 TSUGARS .01908 .02759 .77481 .003 RSUGARS .03715 .05468 .80268 .012 TOBPH .32821 .41050 .57946 .811 TOBMEN .13155 .20981 .94220 .184 MOIST .42725 .67613 .92762 3.369 PUFFCT -.7d670 -.63307 .23986 2.675 TPMCIG -2.05833 -.79594 .05539 6.915 TPMPUFF -1.1U115 -.19637 .0117t3 .160 NICCIG -1.20830 -.66366 .11174 3.149 NICPUFF -1.23798 -.62552 .09457 2.571 TPMH2O -1.08545 -.64906 .13244 2.912 TARCIG -1.59954 -.67148 .06528 3.284 MENCIG .13311 .20868 .91031 .182 MENPUFF .13374 .21157 .92702 .187 SMKPH .U5793 .07230 .57702 .021 RDwT -.02242 -.02293 .38753 .002 NICCONSM -1.15691 -.67282 .12528 3.3U8 NICTRANS -.15764 -.14849 .32864 .090 TNRATIO .65621 .56885 .27835 1.914 ,
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r NICOTIwE-MENTHOL RSM CORRELATIONS TUE, SEP 9, 1980. 2:32 PM PAGE 36 FILE NMMEANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E DEPENDtNi VARIABLE.. MINTY < NO - EXTREME MINTY TASTE > 50891 8341 R E 6 R_E S S I 0 N i t* ~** t** t* rr t VARIABLE LIST 1 REGRESSION LIST 2 VARIABLE(S) ENTERED ON STEP NUMBER 1.. TOBMEN TOBACCO MENTHOL X ~ i. MULTIPLE R .89344 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F R SQUARE .79823 REGRESSION 1. 1.90028 1.90028 19.78100 ADJUSTED R SQUARE .75788 RESIDUAL 5. .48033 .09607 ; STANDARD ERROR .30994 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TOBMEN 2.458148 .89344 .55269 19.781 DESNIC -.14456 -.32161 .99873 .461 (CONSTANr) 2.140414 DESMEN -1.37920 -.46734 .02317 1.118 TOBNIC -.18721 -.41628 .99761 .838 TSUGARS -.34570 -.70879 .84816 4.038 RSUGARS -.37828 -.74572 .78412 5.011 TOBPH .20913 .45896 .97180 1.067 MOIST .00006 .U0012 .80996 .000 PUFFCT -.24142 -.53423 .98801 1.598 TPMCIG -.21137 -.46356 .97049 1.095 TPMPUFF -.16376 -.35295 .93728 .569 NICCIG -.21273 -.47323 .99852 1.154 NICPUFF -.18712 -.41613 .99792 .838 TPMH2O -.23511 -.49652 .90714 1.323 TARCIG -.20613 -.45436 .98037 1.U41 TARPUFF -.15135 -.32705 .94220 .479 MENCIG -3.35504 -.91768 .01510 21.339 MENPUFF -5.11604 -.90801 .00636 18.790 SMKPH .15380 .31984 .87254 .456 RDWT -.21144 -.46852 .99067 1.125 NICCONSM -.19608 -.43627 .99883 .940 NICTRANS -.26893 -.54826 .83860 1.719 TNRATIO .19973 .44291 .99220 .976
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~ NICOIINE-MENtHUL RSM CUWqELATIONS TUE. SEP 9, 1980, 2:33 PM PAGE 54 50891 8359 FILE NMMEANM (CKEATIpiW DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R_E S S 1 0 N * * * * * * * * * * * * * VARIABLE LIST 1 - REGRESSION LIST 3 DEPENDEbT VARIABLE.. BITTER < NOT - EXTREMELY RITTER TASTE > VAHIAdLE(S) ENTERED ON STEP NUMBER 1.. DESMtN MENTHOL RSM DESIGN UNIT MULTIPLE R .66959 ANALYSIS OF VARIANC E DF SUM OF SQUARES MEAN SQUARE F R SQUARE .44834 REGRESSION 1. .26736 26736 4 06362 ADJUSTED R SQUARE .33301 RESIDUAL STANDARD FRROR .25650 . . 5. .32897 .06579 --°--°°------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F DESMEN -.2985308 -.6e959 .14809 4.064 DESNIC -.12147 -.16354 1.00000 .110 (CONSTANT) 2.573532 TOBNIC -.17951 -.24098 .99415 .247 TSUGARS .00131 .00163 .is543s .000 RSUGARS -.10922 -.13090 .79230 .070 TUBPH .30652 .41064 .99005 .811 TOBMEN 2.58304 .52934 .02317 1.557 MOIST -.18830 -.22547 .79100 .214 PUFFCT -.U4808 -.06454 .99423 .017 TPMCIG -.16806 -.22402 .98020 .211 TPMPUFF -.22572 -.29575 .94707 .383 NICCIG -.14982 -.20170 .99979 .170 NICPUFF -.14542 -.19574 .99941 .159 TPMH2O -.21152 -.27183 91108 319 TARCIG -.14428 -.19320 . .98918 . .155 TARPUFF -.18887 -.24b75 .95697 .264 MENCIG -.02835 -.00582 .02324 .000 MENPUFF .85411 .15193 .01746 .095 SMKPH -.05356 -.06813 .89258 .019 RDWT .07218 .09696 .99536 .038 NICCONSM -.16076 -.21603 .99612 .196 NICTRANS .00934 ,U1154 .84171 .001 I F-LEVEL OR TOLERAwCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION TNRATIO .06335 .08485 .98940 .029 4 L
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f* NICOTINE-MENTHOL RSM CORRELATIONS _ TUE. SEP 9, 1980, 2:32 PM PAGE 39 50891 8344 FILE NMMEANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R _E S S I 0 N * * * * + * * * * k * t * VARIABLE LIST 1 ~ REGRESSION LIST 3 DEPENDENT VARIABLE.. HARSH < NOT - EXTREMELY HARSH TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 1.. MOIST CIGARETTE MOISTURE X ~.~ MULTIPLE R .69943 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .48921 REGRESSION 1. .07845 .07845 4.78874 ADJUSTED R SQUARE .38705 RESIDUAL STANDARD ERROR .12799 5. .08191 .01638 ~ ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F ( MOIST -.6336815 -.69943 .28957 4.789 DESNIC .26047 .31122 .72923 .429 (CONSTANT) 11.02138 DESMEN -.39038 -.48579 .79100 1.236 ( TOBNIC .37671 .44516 .71328 .989 , TSUGARS .33758 .45983 .94775 1.073 RSUGARS .40192 .52159 .86025 1.495 ( TOBPH -.48879 -.68365 .99922 3.510 TOBMEN -.37203 -.46848 .80996 1.125 PUFFCT .36675 .45763 .79532 1.000 (` TPMCIG .28552 .36977 .85669 .634 TPMPUFF .14095 .18819 .91056 .147 NICCIG .34179 .42083 .77435 .861 ( NICPUFF .2801U .53902 .74830 .519 TPMH2U .14731 .18794 .83136 .146 TARCIG .30943 .40220 .86299 .772 q TARPUFF .16954 .22848 .92762 .220 MENCIG -.29732 -.37087 .79476 .638 MENPUFF -.32929 -.41016 .79246 .809 f; SMKPH -.38050 -.49814 .87549 1.320 RDWT .27714 .37470 .93371 .653 NICCONSM .37770 .45366 .73690 1.037 ( NICTRANS .09350 .12618 .93029 .065 TNRATIO -.36880 -.39625 .58966 .745 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION (
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:32 PM PAGE 37 50891 8342 FILE NMMEANM (CREATION DATE = 9/ 9/80) * * * e * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * # * * * * * * * * * VARIABLE LIST 1 ~ REGRESSION LIST 2 DEPENDENT VARIABLE.. MINTY < NO - EXTREME MINTY TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 2.. MENCIG MULTIPLE R .98395 R SQUARE .96815 ADJUSTED R SQUARE .95222 STANDARD ERROR .13768 MENTHOL MG PER CIG ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F REGRESSION 2. 2.30478 1.15239 60.79144 RESIDUAL 4. .07583 .01896 --- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TOBMEN 11.61905 4.22306 1.99829 33.808 DESNIC .04413 .22228 .80798 .156 MENCIG -10.24424 -3.35504 2.21767 21.339 DESMEN -.35688 -.27916 .01949 .254 (CONSTANT) 1.916739 TOBNIC .03499 .16775 .73216 .087 TSUGARS -.01130 -.03778 .35597 .U04 RSUGARS .00462 .01324 .262U9 .001 TOBPH -.02874 -.13279 .67974 .U54 MOIST .08752 .43370 .7824U .695 PUFFCT -.00491 -.02238 .66224 .002 TPMCIG .04249 .19216 .65150 .115 TPMPUFF .07695 .35732 .68673 .439 NICCIG .03225 .14856 .67570 .U68 NICPUFF .03652 .17483 .72995 .095 TPMH2O .00120 .0053ts .63751 QUU TARCIG .04956 .22500 .65643 .160 TARPUFF .08856 .41415 .69659 .621 MENPUFF -1.02677 -.U8515 .00022 .022 SMKPH .0635U .32486 .83367 .354 RDwT .04653 .21056 .65220 .139 NICCONSM .03677 .17348 .70898 .093 NICTRANS -.00363 -.01501 .54450 .001 TNRATIO -.00065 -.00319 .75992 .000 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION s
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NICOTINE-NENTHOL KSM CORRELATIONS TUE, SEP 9, 1980, 2:33 PM PAGE 73 CPU TIME REQUIRED.. 30.27 SECONDS 61 FINISH 0U059000 NORMAL END OF JOB. 61 CONTROL CARDS WERE PROCESSED. 0 ERRORS WERE DETECTED. 50891 8378
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NICU(INE-MENTHOL RSM CORRELATIONS T U SE 9 ~ FILE NMMEANM (CREATION DATE = 9/ 9/80) E. P . 1 80. 2:32 PM PAGE 15 50891 8320 TNRATIO SMOKET -.61836 TONGUE THERM -.44815 SMOOTH THERMMEN -.17867 RICH STRENGTH -.47325 LIGHT DRAW -.13201 SATISFY ARTIFICL .03971 DESNIC HOT .24548 DESMEN MINTY .27707 TOBNIC HARSH -.66551 TSUGARS MENTHOL .18175 RSUGAkS TOBACCO -.69527 TOBPH BITTER -.00625 TOBMEN SMUKET THERM -.56851 - 7 .03336 .66878 -.55896 .6 .57371 .58868 .54069 .70094 63376 - 15008 54432 THERMMEN .676 3 - 3 33 .50989 .78954 -.59024 89 .61955 .59401 .56492 .41787 . .45736 . - 42392 . 58450 STRENGTH . 6 1 - 5445 .43449 .86654 -.50666 . 4490 .30727 .80213 .23528 .65845 .70144 . - 31163 . 81122 DRAW . 8 127 .29910 .72921 -.54535 .73986 .53010 .60362 .47637 .84501 .82512 . - 41952 . 63156 ARTIFICL . 29 21464 -.43508 -.80024 .30050 -.64776 -.U2826 -.76599 .02704 -.31639 -.41776 . 10876 . - 72153 HOT . 51920 -.399o1 -.11133 -.23589 -.53328 -.17052 .28342 -.20060 .17741 .11380 . 14843 . 32945 MINTY . 0912 -.29891 -.33192 .36187 -.58185 -.41742 -.21508 -.42052 .09244 00475 . 32413 . - 15834 HARSH . 2 - 26 5 .50843 .73545 -.34920 .26206 -.11251 .85108 -.23042 .05493 . 11850 . 05319 . 89344 MENTHOL . 4 5 4 U9 -.48998 -.64613 -.21254 -.15824 .55390 -.62855 .64322 .160U7 . .08428 . - 46888 . - 60624 TOBACCU 8 . U - 81193 .33062 .72913 -.37418 .22228 -.09731 .88409 -.20530 .30266 .32880 . 07523 . 91903 3IfTER . 3U655 .47239 .34244 -.43608 .67189 .83690 -.00016 .80499 -.08022 -.10715 . - 37383 . 01583 TONGUE . 1 ODU .05404 -.36510 .60529 -.32570 -.12147 -.66959 -.12723 -.25443 -.39169 . 37026 . - 60194 SMUOfH . UU - 12318 -.12318 1 00 -.22264 .72809 -.62731 -:97238 -.08911 -.97507 -.44484 -.41654 . 72571 . - 11922 RICH . - 2 .0 00 .68430 .12179 .69455 .19605 .16857 .09180 -.20217 -.18833 . 03304 . 22861 LIaHT .2 264 728 9 .68430 1.00000 -.25250 .77275 .25393 .71999 .14594 .29714 .29230 . 07457 . 71R42 SATISFr . U - .12179 -.25250 1.U0000 -.28551 -.61040 -.59311 -.5959tl -.49319 -.54332 . 71499 . - 62108 DESNIC .62731 - .69455 .77275 -.28551 1.00000 .64333 .30295 .58541 .39132 .38228 . - 32437 . 31471 oESMEN .97238 - 0891 .19oU5 .25393 -.61040 .64333 1.00000 .U0U00 .99067 .39280 .32068 . - 58736 . 03566 TOBNIC . 1 - .1o857 .71999 -.59311 .30295 .00000 1.00000 -.07650 .38166 .45574 . - 09974 . 98835 TSUGARS .97507 - .09180 .14594 -.59598 .58541 .99067 -.07650 1.00000 .40562 .33599 . - 61854 . - 04887 RSUGaRS .44484 - 1 -.20217 .29714 . -.49319 .39132 .39280 .38166 .40562 1.00000 .97704 . - 49141 . 38966 TOdPH .4 654 7 -.18833 .29230 -.54332 .38228 .32068 .45574 .33599 .97704 1.00000 . - 57857 . 46463 TOdMEN . 2571 - 1192 .033U4 .07457 .71499 -.32437 -.58736 -.09974 -.61854 -.49141 -.57857 . 1 00000 . - 16793 MOIST . 2 397 .22861 .71842 -.62108 .31471 .03566 .98835 -.04887 .38966 .46463 . - 16793 . 1 00000 PUFFCT . 23 - .21782 .34994 .12747 .18287 -.52035 .45717 - 53546 .22858 .37383 . - 02792 . 43594 TP+4CiG .90886 - 9847 -.06645 .17720 -.67148 .50309 .92091 .07596 92'865 .67221 .58847 . - 62424 . 10948 TPMPUFF . 8 - 96720 .11885 .29531 -.71989 .65717 .97496 .14072 .97055 .55932 .5101U . - 68226 . 17178 NICCIG . - 96992 .29503 .45206 -.69422 .77581 .95640 .23007 .93311 .43807 .40612 . - 60620 . 25044 NICPUFF . - 96913 .06494 .21548 -.63166 .61280 .98320 .01455 .98905 .52549 .45121 . - 61420 . 03853 TPMH2O . - 94692 .12067 .25754 -.61733 .63795 .99237 .02421 .99045 .46133 .38329 . - 56570 . 04565 TARCIG . - 97715 .05007 .36089 -.79948 .59530 .92969 .29820 .91702 .49426 .44629 . - 56493 . 30472 TARPUFF . - 96703 .12784 .28175 -.68720 .66272 .97301. .10403 .97007 .58141 .52804 . - 68979 . 14009 MENCIG . - 18586 .32852 .44836 -.67861 .79347 .95814 .20744 .93344 .47455 .44421 . - 64849 . 24042 MENPUFF . - 154U2 .18308 19728 .71358 -.66477 .35881 .08905 .98831 .01481 .47290 .54988 . -.23306 . 99242 SARPH . - 58008 . .71355 -.64613 .33834 .05985 .99123 -.01766 .43672 .51531 - 20623 . I 99682 RDwT . - 75102 .58640 .54064 -.48328 .54947 .61309 .32775 .53006 -.22240 -.23158 . - 16722 . 35702 NICCUNSa . - 97140 .05232 .32276 -.43704 .61229 .80017 .06814 .79720 .79368 .68672 . - 45975 . 09659 . .08361 .16288 -.59430 .59717 .98880 -.06233 e99796 .45807 .38450 . -.61999 . -.03424
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NICOTINE-ME4ThOL Hiis CORRELATIONS TUE. SEP 9, 1980, 2:33 PM PAGE 65 50891 8370 FILE NMMEANiM (CREATION UATE = 9/ (0/80) * * * * * * t * * + * * * * * * * * * * * * * M U L T I P L F R E G R _E S S I 0 N * * * * * * t * * t t t r VARIABLE LIST 1 PEGRESSION LIST 7 DEPENDENT VAkIAFlLE.. LIGHT < NOT - EXTREMELY LIGHT TASTE > VAdIABLE(S) ENTERED ON STEP NUri3ER 3.. TOBPH TOBACCO PH MULTIPLE R .98625 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .97269 REGRESSION 3. .28237 .09412 35.61998 AOJUSTED R SQUARE .v4739 RESIDUAL STANDAe2D ERROR .05140 3. .00793 .0U264 --------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VAkIABLE B BETA STO ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F IPMH2O -2.21U112 -1.9855g .33558 43.379 DESNIC -.61946 -.42325 .01275 .436 NICPUFr 22.92139 1.52187 4.54349 25.451 DESMEN .02958 .08982 .25186 .016 TOBPn 1.690991 .45419 .43335 15.227 TOBNIC -.1949o -.10613 .U0809 .023 (CONSTANT) -4.396257 TSUGARS .01358 .U6812 .68681 .009 RSUGARS .03623 .17193 .61490 .061 TOBMEN -.02914 -.09921 .31660 .020 MOIST .15259 .70238 .57860 1.947 PUFFCT -.26470 -.49759 .09650 .658 TPbiCIG .UU0U5 .00003 .00679 .000 TPMPUFF .35739 .53276 .06068 .793 NICCIG -.23638 -.10544 .00543 .022 TARCIG -.10172 -.07252 .01388 .011 TARPUFF .24408 .39243 .07059 .364 MENCIG .00854 .02791 .29182 .002 MENPUFF -.00124 -.UU408 .29397 UUU SMKPH -.02148 -.09633 .54912 .019 RDwT -.02958 -.09517 .28264 .018 NICCONSM -.78086 -.23255 .00242 .114 NICTRANS -.05252 -.13609 .18338 .038 TNRATIO .45328 .54326 .03923 .837 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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n 29 Tr1tHN C 1035 NICOTINE VERSUS MOISTURE ~ 1.00 1111------+-----2---+-------+-----333+------ -+____----+---- --+---- + ' ---- ------- --+------+ .11 22 33 44444444444 I 1 I 22 3 4444 4 1 2 33 444 I I 2 33 44 1 50891 8383 I 3 44 I ~ I 3 44 555555 5555551 I 3 4 5555 I I 3 4 555 I I 3 4 55 0.60 3 44 55 + I 44 55 6,6666 666 I 4 55 666 1 I 4 55 66 . I I 4 5 66 I I 4 55 6 I N 14 55 66 7777777 7777777 I I I 55 6 777 I C ~ I 5 66 77 I 0 I 5 6 77 I T 0.20 + 5 66 7 + I ~ I 5 6 7 I N I 55 6 7 I E I 5 b 7 86888 88 ) 55 6 7 888 I 1 o 7 8 88 I I 6 7 88 I I 1 b 7 88 I I 6 7 88 I I b 7 88 1 ~ -0.20 + 6- 7 ~ + 1 7 8 99999999 99999999 1 I 6 7 8 999 I ) 1 6 7 88 99 I I 6 1 d 99 I I 6 7 8 99 I I 7 88 9 I 16 7 88 9 I 6 7 8 9 I ~ 6 7 8 99 -0.60 + 1 8 9 + I 8 9 I j I 7 8 9 I I 7 8 9 I I d 9 I ) I d 9 I I 7 8 9 I I 7 8 9 I ~ I 8 99 I I 8 99 I -i.00 + ;~ - +-7-----+---- d--+-----+----9------------------ ----------- ---------- - 000000000-+ ~ -0.96 -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0 54 0 90 72 0 i . . . ~ MOISTURE
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NICOTInE-MENTHOL PSM CORRELATIONS FILE NMMEANM (CREATION pATE = 9/ 9/80) TUE, SEP 9, 1980, 2:32 PM PAGE 44 50891 8349 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E 6 R _E S S I 0 N * * * * * r * * * * * * * VARIABLE LIST 1 REGRESSION LIST 1 DEPENDENT VARIABLE.. MEiJTHOL < NO - EXTREME MENTHOL TASTE > VAtIABLE(S) ENTERED ON STEP NUMBER 3.. TSUGARS TOTAL SUGARS MULTIPLE R .98797 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .97609 REGRESSION 3. 4.78951 1.59650 40.81754 ADJUSTED R SQUARE .95217 RESIDUAL 3. .11734 .03911 STANDARD ERROR .19777 ----------------- VARIAB LES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TOBMEN 26.65589 6.74827 5.73703 21.588 DESNIC -.1U767 -.63336 .82740 1.340 MENPUFF -.2255668 -5.95485 .05632 16.039 DESMEN 1.01915 .73375 .01240 2.333 TSUGARS .1161752 .27371 .05463 4.522 TOBNIC -.11880 -.67497 .77169 1.674 (CONSTANT) .8050241 RSUGARS -.22708 -.22814 .02414 .110 TOBPH .10441 .88886 .69893 7.527 MOIST .10981 .60224 .71922 1.138 PUFFCT -.15387 -.71709 .51938 2.117 TPMCIG -.12907 -.68395 .67148 1.758 TPMPUFF -.09928 -.55951 .75955 .911 NICCIG -.12005 -.64135 .68250 1.397 NICPUFF -.10596 -.59626 .75724 1.103 TPMH2O -.11659 -.63283 .70455 1.336 TARCIG -.13080 -.68021 .64671 1.722 TARPUFF -.10239 -.57325 .74963 .979 MENCIe -6.67076 -.55557 .0U017 .ts93 SMKPH -.09245 -.50655 .71795 .690 RDUT -.10002 -.35012 .29300 .279 NICCONSM -.12000 -.6621U .72799 1.561 NICTRANS -.08704 -.36354 .41719 .3U5 TNRATIO .10142 .55454 .71495 .888
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NICOTINF-MENTNOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:33 PM PAGE 45 50891 8350 FILE NtnMEANM (CREATION DATE = 9/ 9/80) * * * * * x_*, * * * * * * * * * * * * * * * * M U L T I P L E R E G R _E S S I 0 N t t t * * * * r t * * * t VARIABLE LIST 1 REGRESSION LIST 1 DEPENDENT VARIABLE.. MENTHOL < NO - EXTREME MENTHOL TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 4.. TOdPH TOBACCO PH MULTIPLE R .99749 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F k SQUARE .99498 REGRESSION 4. 4.88221 1.22055 99.09785 ADJUSTED R SQUARE .98494 RESIDUAL 2. .U2463 .01232 STANUAKD ERROR .1109ri -°° ----°------ VARIABLES IN THE EQUATION ------------------- ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE R BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TOe+MEN 24.07887 6.09586 3.35361 51.552 DESNIC -.04286 -.47o56 .62074 .294 MENPUFF -.2U038$1 -5.29015 .03291 37.073 DESMEN -2.37396 -.99919 .00089 614.000 TSUGAaS .1351576 .31843 .03143 18.495 TOBNIC -.05061 -.53403 .55907 .399 TOBPH L.51n625 , .16441 .91730 7.527 RSUGARS .39716 .71463 .01648 1.074 (CONSTHNT) -12.74149 MilIST .07978 .93434 .68862 o.873 PuFFCT -.07868 -.69513 .39185 .935 TPMCIG -.05244 -.50504 .46676 .343 TPMPUFF -.03194 -.34637 .59028 .136 NICCIG -.05285 -.54ZU5 .5280U .416 NICPUFF -.04671 -.51807 .61744 .367 TPMH2O -.06117 -.66496 .59327 .793 TARCIG -.04969 -.46399 .43770 .274 TARPUFF -.02599 -.26996 .54172 .079 MENLiG -3.10302 -.52283 .00014 .376 SaKPH -.03280 -.35953 .60305 .148 RDWT -.04549 -.33b72 .27833 .130 NICCONSM -.05065 -.52343 .53615 .377 NICTRANS -.06985 -.63457 .41431 .074 TNRATIO .05731 .65164 .64894 .738 .
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:33 PM PAGE 56 50891 8361 FILE NMMEANM (CREATION DATE = 9/ 9/80) * * * * * * * * * * * * * * * * x * * * * * * M U L T I P L E R E G R_E S S I 0 N * * * * * * * * x * x x * VARIABLE LIST 1 REGRESSION LIST 4 DEPENDENT VARIABLE.. TONGUE < NO - EXTREME TONGUE BITE > VARIARLE(S) ENTERED ON STEP NUMBER 1.. TPMCIG TPM MG PER CIG MULTIPLE R .98478 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .96979 REGRESSION 1. .11078 .11078 160.50985 ADJUSTtD R SQUARE .96375 RESIDUAL 5. .00345 .00069 STANDARD ERROR .02627 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 BETA STD ERROR B F - VARIABLE BETA IN PARTIAL TOLERANCE F TPMCIG -.9013965E-01 -.98478 .00711 160.510 DESNIC -.24789 -.31717 .04946 .447 (CONSTANT) 3.619291 DESMEN .05047 .28747 .98020 .360 TOBNIC -.33236 -.46064 .05803 1.077 TSUGARS .15422 .73552 .ob716 4.714 RSUGAHS .11598 .57395 .73980 1.965 TUBPH .10071 .42363 .53452 .875 TOBMEN .05147 .29174 .97049 .372 MOIST .02851 .15182 .85669 .094 PUFFCT .40378 .67214 .08371 3.290 TPMPUFF -.23117 -.33971 .06524 .522 NICCIG .10500 .09505 .02475 .036 NICPUFF -.05811 -.06313 .03566 .016 TPMn20 -.02938 -.04781 .08000 .009 TARCIG 1.00239 .41193 .00510 .817 TARPUFF -.17895 -.2423U .05539 .249 MENCIG .05344 .29847 .94246 .391 NENPUFF .05119 .28817 .95750 .362 SMKPH -.07965 -.38832 .71807 .710 RDWT .29362 .89823 .28272 16.705 NICCONSM -.20538 -.25257 .04569 .273 NICTRANS .30889 .87133 .24038 12.612 TNRATIO -.10594 -.23469 .14827 .233
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NiCOTInE-MENTHUL kSO CORRF.LATIONS . TUE. SEP 9. 1d8U. 2:33 PM PAGE 49 FILE NMMEANM (CREATION DATE = 9/ 9/80) 50891 8354 * x r x**~* x x x* x x**+c *** x* e M U L T I P L E R E G R_E S S 1 0 N #***+ x** r f**+ VARIABLE LIST 1- REGRESSION LIST 2 DEPENDENT VARIABLE.. TOBACCO < NO - EXTREME TOBACCO TASTE > VAHIABLE(S) ENTERED ON STEP NUMBER 2.. TORNIC TOBACCO NICOTINE Z MULTIPLE R .95698 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAr SQUARE F R SQUARE .91581 REGRESSION 2. .29220 .14610 21.75654 ADJUSTED R SQUARE .87372 RESIDUAL 4. .02686 .00672 STANOwnD ERROR .08195 - - - - - - - - - - - - - - - - - VARIABLES IN THE EQUATION - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLES NOT IN TH E EQUATION -------------- VARIABLE B 3ETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F SMKPh 1.565550 .61029 .43888 12.725 DESNIC -1.82674 -.55b2a .00781 1.344 TOBNIC .3432272 .48149 .12196 7.920 DESMEN -.20279 -.62727 .80550 1.946 (CONSTANT) -7.033974 TSUGARS -.24552 -.63852 .56939 2.065 RSUGARS -.19519 -.543v1 .65371 1.26U TOBPH .04479 .11771 .58152 .042 TOBMEN -.2"L493 -.690b4 .79369 2.736 MOIST .U4141 .1199,1 .70665 .044 PUFFCT -.85222 -.95072 .1U477 28.207 TPMCIG -.73460 -.60790 .05765 1.758 TPMPUFF -.11665 -.11297 .07897 OS9 NICCIb -1.39752 -.673U8 .01953 2.485 NICPUFF -1.09662 -.50139 .01760 1.007 TPMN2ti -.49437 -.61874 .13187 1.861 TARCIG -.69989 -.582.6 .05831 1.540 TAkPUFF -.13418 -.14256 .09502 .062 MENCIG -.20070 -.63Q73 .85536 2.078 MENPUFF -.20693 -.65G98 .83319 2.206 RDwT -.30671 -.54742 .26818 1.284 NICCONSM -3.29035 -.57950 .00261 1.517 NICTRANS -.33161 -.7153y .39181 3.145 TNRATIO .48678 .44629 .07076 .746
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NICOT[NE-MENTkOL RSM CORRELAT;IONS FILE NMMEAtiM (CVEAiIU!J DATE = 9/ 9/80) TUE. SEP 9, 1980, 2:33 PM PAGE 46 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R_E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST 1 - DEPENDENT VAaIABLE.. MENTHOL < NO - EXTtEME MENTHOL TASTE > VARIABLE(S) ENTERED UN STEP NUiaeER 5.. MOIST CIGARETTE MOISTURE I 50891 8351 REGRESSION LIST 1 MULTIPLE R .99968 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .9Q936 REGRESSION 5. 4,90372 .98u74 313.46306 ADJUSTED R SQUARE .99617 RESIDUAL 1. .00313 i .0U313 STANDARD ERROR .05594 ----------------- VARIAHLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F (OBNEN 25.71749 6.51070 1.60211 203.654 DESNIC .04919 1.00000 .26353 .000 MENPUFF -,2177610-5.74878 .01786148.623 DESMEN -2.15031 -1.00000 .UUU14 .000 tSUGAHa .1403402 .33064 .01596 77.294 TOBNIC .05632 1.0U00U .2U101 UUO TOaPH 2.261112 , .14772 .47249 22.901 RSUGAHS -.50138 -1.00000 .00254 UOU 140151 .3998U[.i .07978 .15250 6.873 PUFFCT .09515 1.u0000 .07043 .000 (CUNSTANT) -10.46467 TPMCIG .05905 1.U00U0 .18285 .000 TPMPUFF .04364 1.00000 .33475 .000 NICCIG .0587U 1.00000 .18504 .000 NICPUFF .05229 1.00000 .23318 .000 TPMH2O .U7114 1.U0000 .12600 .000 TARCIG .05763 1.00000 .19200 .00U TARPUFF .04270 1.U0000 .34969 .00U MENCIG 3.46675 1.00U00 .00005 .000 SMKPH .04372 1.00000 .33357 .000 RDwT .06311 1.00000 .16008 .000 NICCONSM .05657 1.00000 .19923 .000 NICTRANS .07910 1.00000 .10191 .000 TNRATIO -.06579 -1.0U000 .14734 .000 F-LEVEL OR TOLEPANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION l,
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23 DrA0T0 C1035 NICOTINE VERSUS A(6)ISTUF2E 7 ) ) ? 1.00 +5------4+ ------3-------- -- +------+--------+-------- I 4 +_-_----+3-----t-4---- --- +-----6--+ 2 2 3 661 I 2 6 5 4 3 3 4 5 I 5 4 2 2 4 5 I 5 a R T ~ s \ 2 3 5 5 5 0.60 I I 1 4 4 0.20 + 5 4 3 2 I 5 4 3 2 1.11 0 I I I I 5 5 .3 2 2 3 2 3 2 2 3 I C 4 4 4 2 3 2 2 2 5 5 5 5 5 41 0 I T 2 4 I I N 2 I E 2 2 2 2 I. .77 6 -0.60 d 77 6 Id 77 6 -~i. 94 00 9 -1..00 000~-9 - I 9 d I 9 8 I 8 77 6 I 8 77 I 8 77 I Fi 77 99 d 77 5 4~ 3 2 3 I 5 4 4 2 ~ + 3 22 2 I 3 3 I I 3 I 4 4 6 . 4 3. 3 I 60 5 4 3 3 I 77 6 3 3 I 77 6 3 3 I =±8---77--+--b---+-5------+--4--M+----°---+---3333-+3333--^-+------_i_~e_ ~~ -U.54 -0.36 -0.18 0.00 0.1ts 0.36 0.54 0.72 MOISTUNE 50891 8386 ) 1 1 ~
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NICOTINE-MENCHOL kSM CORRELATIONS TUE. SEP . 1 ',78U. 2:33 PM PAGE 58 ' 50891 8363 FILE NMMEANM (CREATIOV DATE = 9/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * h+ U L T I P L E R E G R E S S I 0 w * * * * * * * * * * * * * VARIABLE LIST 1 _ ~ REGRESSION LIST 4 DEPENDENf VARIABLE.. TONGUE < NO - EXTREME TONGUE BITE > VARIABLE(S) ENTERED ON STEP NUMBER 3.. NICTRANS NICOTINE TRANSFERED MULTIPLE R .99945 ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F R SQUARE .99889 REGRESSION 3. .11410 .03803 900.99016 ADJUSTED R SQUARE .99778 RESIDUAL 3. .00013 .00004 STANOARD ERROR .00650 ----------------- VARIA BLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN TH E EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TPMCIG -.1191y49 -1.30221 .00375 1011.361 DESNIC .02772 .16624 .03987 .057 RDwF .1661699E- 02 .18955 .00041 16.683 DESMEY .02870 .49856 .33452 .662 NICTRANS .114R664 .18001 .03212 12.793 TOBNIC -.06881 -.39693 .03689 .374 (CONSTANT) 1.93UU79 TSUGARS -.C0947 -.15033 .27950 .046 RSUGARS -.00537 -.11077 .47149 .025 T08Pn -.00634 -.11841 .38638 .028 TOBMEN .03271 .63937 .42356 1.383 MOIST .00071 .U1938 .83666 .001 PUFFCT -.01824 -.10862 .03930 .024 TPMPUFF .01932 .12483 .04626 .032 NICCIb -.12944 -.53982 .01928 .822 NICPUFF -.U5340 -.29959 .03489 .197 TPMH2O -.26107 -.62753 .00641 1.299 TARCIG 1.92370 .85707 .00022 5.535 TANPUFF .05584 .37292 .04945 .323 MENCIG .02674 .51561 .41213 .724 MENPUFF .02844 .55142 .41679 .874 SMKPH .0340U .62068 .36939 1.253 NICCUNSM -.08416 -.43259 .02929 .460 TNRATIO .03118 .33718 .12964 .257 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOiItYE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980, 2:33 PM PAGE 68 50891 8373 FILE NMMEANM (CREATIO:d DATE = 9/ 9/8U) * * x * x * * * * ~ * x r * x * * + * * * * * M U L T I V L E R E G R_E S S I 0 N *********** k* VARIABLE LIST 1 REGRESSION LIST 8 DEPENDENT VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > VARIABLE(S) ENTERED 04 STEP NUMBER 2.. TPMCIG TPM MG PER CIG MULTIPLE R .92965 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .u6425 REGRESSION 2. 1.16448 .58224 12.73320 ADJUSTED R SQUARE .79638 RESIDUAL 4. .18290 .04573 STANDAKD ERROR .21384 - - - - - - - - - - - - - - - - - VARIABLES IN THE EQUATION - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TARPUFF 19.42131 2.79398 5.44109 12.740 DESNIC -.56734 . -.33539 .04744 .380 IPMCIG -.647U604 -2.05833 .24607 o.915 DESMEN .01462 .03744 .89002 .004 (CONSTNtiT) -13.1481y TUBNIC -.44217 -.28471 .05628 .265 TSUGARS .36058 .75872 .60103 4.070 kSUGARS .27628 .o2370 .69179 1.910 TOBPH .15674 .30990 .53067 .319 TOBMEN -.00392 -.00995 .87307 .000 MOIST .22837 .51116 .68007 1.061 PUFFCT 1.70568 .68582 .02195 2.664 TPMPUFF -.98627 -.29044 .01177 .276 NICCIG .63341 .23901 .01933 .182 NICPUFF .u1831 .UU936 .03551 .000 TPMH2O -.41024 -.31491 .07990 .330 TARCIG 2.92101 .55936 .00498 1.366 MENCIG .01829 .U4613 .86298 .006 MENPUFF .0U907 .02296 .86959 .002 SMKPH -.44529 -.75707 .39238 4.028 RDWT .66761 .91153 .25306 14.740 NICCONSM -.12341 -.U6869 .04206 .014 NICTRANS .45480 .58747 .22650 1.581 TNRATIO -.16294 -.14505 .10758 .064
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30 MfHHM C1035 NICOTINE VERSUS MOISTURE 1 .00 J 1-------+------22-+----~-~tir~-~-hM33---+--------+-----~+~~~_--+--__----+-3-------+ .11 22 3 3 I 11 22 3 3 I -1 1 2 3 I 11 22 3 1 11 22 3 I .11 22 3 I 1 2 3 I 1 22 3 I 1 2 I 0.60 + 22 3 + I 2 3 444 4444 1 1 2 3 .44 44 I I 22 3 4 4 1 2 44 I 1 2 4 1 1 2 3 4 I I 22 3 4 1 1 2 3 4 1 I, 2 3 I 0.20 + 2. 55555555555 + 1 22 5555 555 I 22 4 55 1 I 2 3 4 55 1 I 2 3 4 5 I 12 3 55 . 1 2 3 4 55 1 1 5 1 I 4 5 66666666 6666666 1 5 666 1 -0.20 + 4 5 666 + 1 5 66 1 I 3 4 66 1 I 3 6o I I 3 4 66 7777777777 1 1 5 66 777777 1 I. 5 6 7777 1 1 4 5 0 777 1 1 5 6 .77 1 I 4 5 6 77 1 -0.00 + 4 5 6 _77 8888888888888 1 0 77 888886 I I 5 6 77 888 1 I 4 5 6 7 ddd 1 I o 77 888 1 I 5 6 7 86 999999999 4 77 888 999999999 I I 5 7 88 99999 I 1 6 7 88 99999 1 1 5 6 77 88 9999 -1 .00. +--a=~__~~-----+------.77-+-----~_~~_~~~------- 1 9999------+--------+---------+--- OGOOGO -0.9® -0.72 -0.54 -0.36 -0.18 U.00 0.18 0.36 0.54 0.72 0.90 i MOISTURE 50891 8380 ) 1
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NICOTINE-MENTHOL RSM COitRELATIUNS TUE. SEP 9, 1980, 2:33 PM PAGE 61 FILE NMMEANM (CREATION DATE = 9/ 9/80) 56891 8366 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R E S S I 0 N * * * ,t * * * * * * * * : VARIABLE LIST 1 ~ REGRESSION LIST 6 DEPENDENT VARIABLE.. RICH < NOT - EXTREMELY RICH FLAVOR > VARIABLE(S) ENTERED ON STEP NUMBER 1.. DESMEN MENTHOL RSM DESIGN UNIT MULTIPLE R .71999 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE .51838 REGRESSION 1. .66276 .66276 5.38172 ADJUSTeD R SQUARE .42206 NESIDUAL 5. .01575 .12315 STANDARD ERROR .35093 -°------°------ VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE E:UATION -------------- VARIABLE 8 BETA STD ERROR B F VARIABLE ` BETA IN PARTIAL TOLERANCE F DESMEN .4700204 .71999 .20261 5.382 DESNIC .25393 .36590 1.00000 .618 (CUNSTANT) 3.915336 TOBNIC .20220 .29U51 .99415 .369 TSUGARS .02616 .03484 .85433 .005 RSUGAHS -.04522 -.05800 .79230 .014 TOBPH .14785 .21198 .99005 .188 TOBMEN .29458 .06461 .02317 .017 MOIST .02627 .03367 .79100 .005 PUFFCT .12323 .17705 .99423 .129 TPMCIG .19791 .28234 .98020 .346 TPMPUFF .30242 .42408 .94707 .877 NICCIG .20504 .29542 .99979 .382 NICPUFF .24025 .34609 .99941 .544 TPMH2O .16045 .22069 .91108 .205 TARCIG .20911 .29969 .98918 .395 TARPUFF .31245 .44043 .95697 .963 MENCIG .08625 .01895 .02324 .001 MENPUFF -.00750 -.00143 .01746 .000 SMKPH .34133 .46468 .89258 1.102 RDwT .27498 .39531 .99536 .741 NICCONSM .20857 .29995 .99612 .395 NICTRANS .24177 .31962 .84171 .455 TNRATIO -.20484 -.29360 .98940 .377 F-LEVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION F
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23 DSMOO C1035 NICOTINE VERSUS MOISTURE ~ 1 00 ----------------- - + . I - ------- I I 99999 I I 999999 I 9 9 9 9 9999 99 9 I 395 1 999999999999999999 . I 50891 8 0 I 8888 1 I 88888 I 1 888888 I I 88888888 I 0.60 888 8888888888888886 777 + i . 7777 1 .) 1 I 7 77 7777 I I 7.7777 . 1 66 I 77777 66 1 N I 7777777 66 I I f - 1 7777777777777 666 1 C I 666 I 0 ~ I 66 6 I T 0.20 + 66 5 + I 1 666 I d ~ I 666 5 I E I 666 5 I ) I 6666 5 I I 6666 5 4 I 1 666666 5 44 1 666 5 44 I I 5 4 1 I 5 44 1 -0.20 + 5 44 + 1 5 4 33 I 5 44 33 1 ) 1 5 4 33 1 I 5 4 33 I 1 55 4 33 1 ~ 1. 5 4 33 I I 5 44 333 1 I 5 4 33 I ~ I 5 44 33 222 -0.60 + 5 44 3 3 222 + I 5 44 333 222 I 1 I 55 44 33 222 1 I 5 1 5 4 44 4 33 33 222 222 1 I 5 4 33 222 I 1 I 5 44 33 222 I I 5 44 33 222 11 I 5 4 3 3 222 111 I 5 4 33 22 1111 +~5=~---+----~---------- -------- 44---+---------f----~-~33----_-+-_-----+22---- ---t-----1 I 1 I i -0.9© -0.72 -U.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 . MOISTURE ~
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NICOTINE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 19dU. 2:33 PM PAGE 63 FILE NiAMEANrvt (CREATION )ATE = 9/ 9/80) 50891 8368 * * * * * * * * * r ~ r * v * * * * * * * * * M U L T I P L E R E G R-E S S I 0 N * * + * * * * t * r r * t VARIABLE LIST 1 REGRESSION LIST 7 DEPENDENT VARIABLE.. LIGHT < NOT - EXTREMELY LIGHT TASTE > VARIABLE(S) ENTERED ON STEP NUMBER 1.. TPMH2O TPM H20 MG MULTIPLE R .79948 ANALYSIS OF VARIANC E DF SUM OF SQUARES MEAN SQUARE F R SQUARE .63918 ADJUSTED R SQUARE .56701 REGRESSION RESIDUAL 1. .18555 .18555 8.85717 5. .10475 .02095 STNNDARO ERROR .14474 - - - - - - - - - - - - - - - - - VARIABLES IN THE EQUATION - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - VARIABLES NOT IN THE EQUATION -------------- VAkIABLE B BETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F iPMH2O -.8899315 -.79948 .299U3 8.857 DESNIC .97941 .60057 .13567 2.257 (CONSTANT) 5.221799 DESMEN -.38932 -.61864 .91108 2.480 TOBNIC .86221 .5725J .15908 1.95U TSuGARS -.12972 -.18773 .75570 .146 kSUGARS -.23291 -.3469b .8UU83 .548 TOBPH .38677 .53129 .68086 1.573 T08MEN -.41610 -.65976 .90714 3.083 MOIST -.24158 -.36670 .83136 .621 PUFFCT .29498 .20787 .17917 .181 TPMCIG .5868? .27634 .08000 .331 TPMPUFF .75816 .37902 .09018 .671 NICCIG 1.02369 .58264 .11688 2.056 NICPUFF 1.38671 .73498 .10136 4.699 TAkCIG .52351 .30185 .11996 .401 TARPUFF .49875 .50217 .13244 .402 MENCIG -.42961 -.66551 .86589 3.180 MENPUFF -.42520 -.66656 .88671 3.198 SMKPH .U2821 .03662 .60819 .005 RDWT .37872 .41539 .43408 .834 NICCONSM .88040 .58288 .15816 2.058 NICTRANS .18148 .13449 .19815 .074 TNRATIO -.97186 -.73161 .20448 4.607
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) ~ t. I 3 22 DBURN C1035 NICOTINE VERSUS MOISTURE 1 .00 1 i 1-----+--22-----+------3-+---------+---4-----+--------+--------+--------+6---~_~+~~----+ .l 1 222 3 66 I 1 222 3 4 66 I I 222 3 4 5 6 I I 222 33 4 66 I I 222 3 4 66 I 12222 33 4 66 I 22 33 4 5 I I 33 4 5 I I 33 4 5 . I 0.60 + 33 44 5 + I 33 4 5 I I 33 4 5 I 133 , 44. 55 I I 4 55 1 I 44 55555555 I 44 I I 4 I I .44 I I 4 I 0.20 + + I I I I I I I I 1 555 555 44 I 5 4 I I 5 4 I 1 5 44 1 I 4 I -0.20 + 5 4 + I 60666 4 I I 666 4 I 1 66 4 I 1 66 4 I I b6 5 4 I 77777 66 4 I 1 777 6 4 3 1 777 6 5 4 31 I 777 6 3 I -0.60 + 777 6 4 3 +' 88888 777 6 4 3 I I 88888 777 6 4 3 I I 88886 ]7 0 33 I I 8888 77 6 3 1 I 888 ,.77 6 3 I I 99 88d 77 6 3 I I 99 888 77 6 3 I 1 99 888 7 6 5 3 I 0 - 99 t98ti 77 6 3 I -1.00 00 0----+---99--+-------888------+--7-----+------o-+------+-------+--------+- --+ -0.9 -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 MOISTURE 50891 8398 E
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) a J ) ) 3 j 18 MfHR7 CI035 NICOTINE VERSUS MOISTURE 1.00 111-----°+-------+-22-----+---------+- ---+----_-+------__+_--____-_+______--- +--------+ lll 22 I 1.11 2 I .11 2 I il 2 333 33 1 1 2 33 33 I 1 2. 3 33 I 1 2 . 3 I I 2 3 I I 2 3 I 0.60 + 2 3 + I 2 3 I I. 2 I I 2 3 4444 4444 I I 2 3 44 I I 2 3 44 I I 44 I I 2 3 44 I 4 55555555555555555 4 555 I 4 55 I 4 55 I 4 5 I 4 55 I 5 I 4 5 666666666 I 4 5 66666 I 3 5 666 I 3 4 5 66 + 4 5 66 1 4 5 66 I 4 5 66 . 77777777 3 4 5 66 77777 I 5 6 7777 I 5 6 777 I 5 66 7.77 I 5 6 .77 I 6 77 8888888 4 6 77 88888 + 4 5 66 .77 8888 I 4 5 6 .77 8888 I 4 5 6 7 888 1 3 3 4 4 5 6 7 888 9 6 7 888 9999999I 6 7 888 999999 I 6 7 88 99999 I 6 37 - 88 99999 I 6 7 888 99999 I +--------+--------6t--------}7-------+----88---+--------+-9999----+---------+----000000 -0.96 -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 i MOISTURE I 2 3 4 I I 4 I 50891 8401 N I C O T I N E 7 ) ) ~J ,
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NICOTINE-MENTHOL RSM CORRELATIONS FILE NMMEANM (CREATION DATE = 9/ 9/80) TUE. SEP 9, 1980, 2:33 PM PAuE 71 50891 8376 * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R_E S S 1 0 N * * * * * * * * * * * * * VARIABLE LIST 1 REGRESSION LIST 8 DEPENDEN( VARIABLE.. SATISFY < NOT - EXTREMELY SATISYING > VARIABLE(S) ENTERED ON STEP NUMBER 5.. NICTRANS NICOTINE TRANSFERED MULTIPLE R 1.00000 ANALYSIS OF VARIANCE DF SUM OF SQUARES MEAN SQUARE F R SQUARE 1.00000 REGRESSION 5. 1.34738 .26948 112182.25646 ADJUSTED R SQUARE .99999 RESIDUAL 1. .U0U00 .00000 STANDARD ERROR .U015S , f: ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATION -------------- VARIABLE B BETA STD ERkOR B F VARIABLE BETA IN PARTIAL TOLERANCE F TARPUFF 7.072699 1.01752 .14627 2338.244 DESNIC .00759 1.00000 .03094 .000 TPMCIG .3045799 .96888 .01165 683.050 DESMEN -.00279 -1.00000 .22845 .000 RDwT .3865916E-01 1.28404 .00020 37594.264 TOBNIC .00743 1.00000 .03232 .000 PUFFCT -2.703951 , -2.65598 .02403 12662.350 TSUGARS -.UU284 -1.00000 .22131 .000 NICTRANS .3R78590 .17698 .00805 2319.841 RSUGAetS -.00215 -1.00000 . .38501 .000 (CONSTNNT) -19.v0V34 TUBPH .0J223 1.00000 .35720 .000 TOBMEN -.00247 -1.00000 .29200 .000 MOIST -.00207 -1.00000 .41734 .000 TPMPUFF .02317 1.00000 .00332 .000 NICCIG .U1081 1.00000 .01526 ODU NICPUFF .00717 1.00000 .03471 .000 TPMM20 .01858 1.0UU00 .00517 .000 TARCIG -.11852 -1.00000 .00013 .000 NENCIG -.OU239 -1.00000 .31303 .000 MENPUFF -.00240 -1.00000 .30842 .000 SMKPH .00514 1.00UUU .0676U .000 NICCONSM .00846 1.00000 .02491 .000 TNRATIO -.00424 -1.00000 .09913 .000 F-LFVEL OR TOLERANCE-LEVEL INSUFFICIENT FOR FURTHER COMPUTATION
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NICOTINE-MF.NTHUL RSM CORRELATIUNS TUE. SEP 9. 1980, 2:33 PH PAGE 64 FILE NHMEANH (CREATION DATE = 0/ 9/80) * * * * * * * * * * * * * * * * * * * * * * * M U L T I P L E R E G R _E S S I 0 N * * * * * * * * * * * * * VARIABLE LIST I DEPENDENT VAdIAHLE.. LIGHT < NOT - EXTREMELY LIGHT TASTE > VARIAHLE(S) ENTERED ON STEP NUMBER 2.. NICPUFF NICOFINE MG PER PUFF 50891 8369 REGRESSION LIST 7 MULTIPLE R .9132H ANALYSIS OF VARIANCE OF SUM OF SQUARES MEAN SQUARE F R SQUARE .83409 BEGRESSION 2. .24213 .12107 10.05465 ADJUSTED R SQUARE .75113 RESIDUAL 4. .04816 .01204 STANDARD ERROR .10973 °--------------- VARIAB LES IN THE EQUATION ------------------ -°--°------ VARIABLES NOT IN THE EQUATION -------------- VARIABLE 8 dETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TPMH2O -2.353198 -2.11403 .71206 10.921 DESNIC -1.50726 -.43797 .01401 .712 NICPUFF 20.88562 1.38671 9.63462 4.699 DESMEN .01479 .01822 .25196 .001 (CONSTANT) 4.963784 TOESNIC -2.16127 -.63386 .01427 2.015 TSUGARS -.11655 -.24867 .75519 .198 RSUGARS -.16730 -.36397 .78522 .458 T06FH .45419 .91401 .67188 15.227 TOBMEN -.12421 -.11345 .32352 .093 MOIST -.06361 -.13128 .70669 .053 PUFFCT -.6040U -.48684 .10779 .932 TPMCIG -1.94133 -.79442 .02778 5.132 TPMPUFF -.03148 -.01967 .06474 .001 NICCIG -2.634U6 -.63028 .U095U 1.977 TARCIG -1.53729 -.75706 .04024 4.028 TARPUFF -.33761 -.24312 .08604 .188 MENCIG -.13602 -.18467 .30585 .106 AENPUFF -.13246 -.17976 .30558 .100 SMKPH .11415 .21617 .59497 .147 RDMT -.02621 -.U3421 .28265 .004 NICCONSM -3.60566 -.82644 .00872 6.464 NICTRANS .17979 .19649 .19815 .120 TNRATIO -.50860 -.29014 .05399 .276 ~
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) I D ) ) I a ) ) J i 27 DMENT C1035 N IC(Yf INE . VERSUS IFO ISTURE 1.D0 +---88----+ +-9999----+-------+---D00000 I 5 . 6 7 88 9999 I I 5 6 77. . 88 - 99999 I I 5 66 77 88 99999 I 8389 I 5 6 77` 888 9999999 I 50891 I 5 6 7 888 9999 I 5 „ 6 77 888 I I 5 6 77 888 1 I 4 5 6: 77 B888 I I 4 5 6 .77 88888 1 0.60 + 4 5 - 6 777 88888 I 5 .66 777 I I 5 6 777 I- ." I 4 5 6 777 I I 4 55 66 7777 I I 4 55 .66 I 7777777 I N 4 5 66 I I I 4 5 666 I C I 4 55 666 I 0 I 4 5 6.66 1 T 0.20 + 5 666666 + I I 3 4 55 ' 666 N 1 3 4 55 I E I 3 4 555 1 1 4 555 I 1 3 4 5555 I I 3 4 555555 I I 2 3 4 I I 2 3 4 1 I 2 3 4 -0.20 j 3~ 4 44 + I I 33 444 I I 2 3 444444444444444444 I I 2 3 I I 2 ,.33 I I. 33 I I 33 I I 33 I I 2 333 333 -0.60 + 33333 3333 + I 2 I I I I I I I . I 2 ` I * 1 2 2 I 11 2 • 2 I 11 2 22 I +- 222 +--------+-------+--------+ -0.9C -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 . .0.72 0.90 ~. MOISTURE J
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NICOTINE-MENTHOL RS,,i CORRELATIONS TUE, SEP 9, 1980, 2:32 PM PAGE 42 FILE NMMEANM' (CRFATION DATE = 9/ 9/80) z z* z,a z* z z z z z z z* z x z z z z* z M U L T I P L E DEPENDENT VARIABLE.. MENTHOL < NO - E.XTREME MENTHOL TASTE > 50891 8347 R E G R_E S S I 0 N * z z z z z z z z z z* z VARIABLE LIST 1' REGRESSION LIST 1 VARIABLE(S) ENTERED ON STEP NUMBER ,1.. TOtlMEN TOBACCO MENTHOL Z MULTIPLE R .91903 ANALYSIS OF VARIANCc DF SUM OF SQUARES MEAN SQUARE F R SQUARE .84461 REGRESSION 1. 4.14437 4.14437 27.17705 ADJUSTED R SQUARE .81553 RESIDUAL 5. .76248 .15250 STANDARD ERROR .39051 ----------------- VARIABLES IN THE EQUATION ------------------ ------------- VARIABLES NOT IN THE EQUATIOh -------------- VARIABLE B UETA STD ERROR B F VARIABLE BETA IN PARTIAL TOLERANCE F TO8MEN 3.630186 .91903 .69635 27.177 DESNIC -.13025 -.33021 .99873 .490 (CONSTANT) 2.568649 DESMEN -1.04574 -.40378 .02317 .779 T06NIC -.16077 -.40737 .99761 .796 TSUGARS -.06538 -.15274 .84816 .090 RSUGARS -.12524 -.28133 .78412 .344 TOBPH .23623 .59075 .97180 2.144 MOIST -.03720 -.08492 .80996 .029 PUFFCT -.10930 -.27560 .98801 .329 TPMCIG -.16474 -.41170 .97049 .816 TPMPUFF -.18149 -.44574 .93728 .992 NICCIG -.14902 -.37776 .99852 .666 NICPUFF -.14294 -.36223 .99792 .6U4 TPMH2O -.19274 -.46570 .90714 1.108 TARCIG -.15067 -.37845 .98U37 .669 TARPUFF -.16359 -.40282 .94220 .775 MENCIG -2.30717 -.71910 .01510 4.283 AENPUFF -3.87490 -.78367 .00636 6.366 SMKPH -.05818 -.13786 .87254 .077 RDWT -.02385 -.06022 .99067 .015 NICCONSM -.15195 -.38525 .99883 .697 NICTRANS -.07927 -.18415 .83860 .140 TNRATIO .1U138 .25619 .99220 .281 C
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NICOTINE-MENTHOL 4SM CORRELATIONS TUE. SEP 9. 1980. 2:32 PM PAGE 16 FILE NMMEANM (CHEATION DATE = 9/ 9/80) 50891 8321 NICTKANS TNKATIO TONGUE - 784J5 MOIST SMOOTH .00789 .02554 PUFFCT RICH .48996 -.12855 TPMCIG LIGHT -.67994 .51435 TPMPUFF SATISFY .59833 -.49139 NICCIG DESNIC .80240 -.95012 NICPUFF DESMEN .39786 .10295 TPMH2O TOBNIC .77896 -.96033 TARCIG TSUGARS .75396 -.45043 TARPUFF RSUGARS .66711 -.33235 MENCIG TOBPH -.40630 .44102 MENPUFF TOBMEN .40174 .08830 SNKPH SMUKET -.02008 .67324 .66499 .68334 .64076 .64491 .75757 .64770 .65434 .60715 .57938 .33512 THERM .23059 .50539 .68479 .81757 .60237 .62761 .71879 .66349 .80610 .63568 .61592 .64435 T4ERMMEN .52290 .36374 .44242 .52020 .33463 .33101 .45968 .43742 .53787 .84791 .83304 .30763 STkENGtH .26134 .65494 .65301 .64668 .58346 .56234 .61659 .66407 .67939 .68383 .65813 .23176 uHAw -.7107'5 .02115 -.14635 -.31263 -.03776 -.05513 -.22078 -.12297 -.29795 -.75499 -.74863 -.28622 AR'fIFICL -.27656 .07250 -.13035 -.26713 -.14U23 -.16204 -.04194 -.13467 -.26410 .27937 .29258 -.145 74 H0T -.12385 -.17080 -.42092 -.59170 -.37646 -.41662 -.48614 -.38247 -.54357 -.21018 -.19691 -.57850 HINTY .3d953 -.14071 -.05165 .07026 -.17798 -.14594 .05897 -.07692 .07220 .83602 .85808 .45317 HARSH -.69943 .60811 .50939 .33752 .59692 .56050 .40970 .52593 .34544 -.55316 -.57959 -.08632 ME:+THOL .37U51 -.UU737 ' -.00200 .06005 -.11339 -.10069 .1052U -.01896 .06682 .87724 .89147 .27735 TUtlACCO -.44390 56447 . .74901 .85804 .74429 .79739 .75835 .72692 .83361 .03691 .02454 .86552 tlITTER -.45506 -.09866 -.25896 -.367d2 -.15954 -.16155 -.39238 -.21237 -.31964 -.66242 -.64881 -.26 726 TONGUE .39723 -.90886 -.98478 -.96720 -.96992 -.96913 -.94692 -.97715 -.967U3 -.18586 -.15402 -.5800 8 SMOOTH .21782 -.06645 .11885 .29503 .06494 .12067 .05007 .12784 .32852 .18308 .19728 .58640 RICH .34994 .17720 .29531 .45206 .21548 .25754 .36089 .28175 .44836 .71358 .71355 .54064 LIGHT .12747 -.67148 -.71989 -.69422 -.63166 -.61733 -.79948 -.6872U -.67861 -.66477 -.64613 -.48328 SaTISFY .18287 .50309 .65717 .77581 .61280 .63795 .59530 .66272 .79347 .35881 .33834 .54947 DESNiC -.52035 .92091 .97496 .95640 .98320 .99237 .92969 .97301 .95814 .08905 .05985 .61309 OESMEN .45717 .U7596 .14072 .23007 .01455 .02421 .29820 .10403 .20744 .98831 .99123 .32775 T08NIC -.53540 .92865 .97055 .93311 .98905 .99045 .91702 .97007 .93344 .01481 -.01766 .53006 TSUGARS .22858 .67221 .55932 .43807 .52549 .46133 .49426 .58141 .47455 .47290 .43672 -.22240 RSUGARS .37383 .58847 .51010 .40612 .45121 .38329 .44629 .52804 .44421 .54988 .51531 -.23158 TOBPH -.02792 -.6Z424 -.68226 -.60620 -.61420 -.56570 -.56493 -.68979 -.64849 -.23306 -.20623 -.1672 2 iOaMEN .43594 .10948 .17178 .25044 .03853 .04565 .30472 .14009 .24042 .99242 .99682 .35702 MOIST 1.00000 -.45241 -.37857 -.29906 -.47503 -.50170 -.41065 -.37015 -.26903 .45303 .45557 -.35286 PUFFCT -.45241 1.00000 .95723 .85979 .96624 .94391 .90599 .96401 .87186 .17877 .14278 .33856 TPMCIG -.37857 .95723 1.00000 .96683 .98755 .98201 .95917 .99745 .97191 .23987 .20616 .53097 TPAPUFr -.299U6 .85979 .96683 1.00000 .94019 .95499 .95385 .95500 .99409 .31004 .28119 .68486 NICCIG -.47503 .96624 .98755 .94019 1.00000 .99517 .93974 .98846 .94247 .10805 .07310 .48397 NICPUFF -.50170 .94391 .98201 .95499 .99517 1.00000 .94797 .97918 .95154 .10890 .07637 .55677 TPMH2O -.41065 .90599 .95917 .95385, .93974 .94797 1.00000 .93811 .93143 .36621 .33658 .62595 TARCIG -.37015 .96401 .99745 .95500 .98846 .97918 .93811 1.00000 .96681 .20896 .17446 .49262 TAmPUFF -.26903 .87186 .97191 .99409 .94247 .9i154 .93143 .96681 1.00000 .29949 - .27015 .65037 MENCIG .45303 .17877 .23987 .31004 .10805 .10890 .36621 .20896 .29949 1.00000 .99889 .33009 MENPUFr .45557 .14278 .20616 .28119 .07310 .07637 .33658 .17446 .27015 .99889 1.00000 .33664 SMKPH -.35286 .33856 .53097 .68486 .48397 .55677 .62595 .49262 .65037 .33009 .33664 1.00000 RDaT -.25747 .92177 .84693 .75161 .86541 .83702 .75228 .87191 .78261 .16734 .13008 .15943
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1 7 THEIt7 C1035 NICOTINE VERSUS MOISTURE -+ - -I1I 00 + - - ---- 1. I I I I ~ ~ I .2222 I 50891 8404 I 2222 1 I 22222 I 9 I 222222 I 1 222222 1 1 222222222 333 1 3 ,1 I 333 I 0.60 + 33 + I 333 I I 333 I I 333 44 I I 333 4 1 I 333 44 I N I 333 44 I I I 333 44 I C I 333 .44 5I C,) 333 44 5 I T 0.20 +, 44 5 + I ~ I 44 55 I N I 44 5 I E I 4 5 I 5 6 I ) I I 4 4 44 55 66 6 I I 44 5 6 I ~ 1 4 5 66 I I 44 5 66 I I 4 5 66 I ) -0.20 + 4 55 66 77 + I 4 5 .66 77 I 44 5 66 77 1 ) I 5 6 77 I 1 5 66 77 I I 55 60 77 I ~ I. 5 6 77 88 I 5 6 77 888 I 1 55 .66 77 88 I ~ I 55 6 7 888 I -0.60 + 5 6 77 88 + I 5 66 7 88 I ? 1 5 .66 77 88 I . 1 55 .60 _77 88 91 1 5 66 77 88 99 I 1 5 0 7 88 9 I ) 1 5 6 ' 7 88 99 I I- 5 6 77 88 9 I I 5 6 77 88 9 1 I 5 6 77 dtl 99 00 -1 W• +-5- -------- -----+---66---+-------~+---- +-----00G0 9 -0.90 -0.72 -0.54 -0.36 -0.18 0 .00 0.18 0.36 0.54 0.72 0.90 ~ MOISTURE ~ J ~
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j 1 00 16 RWOTU C1035 NICOTINE VERSUS MOISTUHE . 1 22 2 3 4 I I 222 33 61 I 222 33 4 I I 2222 3 I I 222222 3 4 ~ 222222222222 3 5 I 8407 I I 3 4 5 • 6 6 I I 50891 1 . " / - 1 33 4 5 6 I .. .~ 33 4 5 6 I 0.60 + 33 4 5 + I 3333 4 5 6 I ) I r 3333333333333333 4 5 6 I I 1 4 5 6 1 4 5 6 I I 4 5 7 N t . I 44 5 6 71 I I 444 55 6 7 I C D I 4444444444444444444 4 5 7 I () 1 55 6 7 I T ~ 0.20 + I 55 6 7 + I 55 7 I N I 5 55 I E 555 6 7 I ) 1 555555 55555 6 7 I I I I 6 7 . I I 1 6 7 I I - 66 7 8 I 6 66 7 81 -0.20 + 66 66 7 8 + I 6666666666 7 I I 7 8 I ) I 71. I 7 7 8 I 1 77 7 8 I ~ I• 77 77 8 I I 777 777 8 I I 8 I I 3 I -0.60 + 8 8 + 1 88 8 91 ~ I 88 88 9 I I 88 88 9 I I 8888 88t1 9 1 ~ Iy r j ' 9 9 9 I I 99 I .~ 99 99 I I 99 99 I " -1. 0 C 0 G 0 f 0 - - - - - + - - - - - - - + - - - - - - - - 9 9 - - - ~ ~ ~ + - - - - - - - - + - - - - - - - - + - - - - - - - - + - - 9 9 - - - - - + - - - ° - - + - - ~ ~ ~ p -0 9t9 -0 72 ~ . ~ . -0.54 -0.36 -0.18 0.00 0.1d 0.36 0.54 0. 72 0.90 ~ -. MOISTURE a j
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I ) l 14 RCOOL C 1O35 NICOTINE VERSUS MOISTURE i.00 +--------+_~-~~----t---_ ----+---------+_-----~+----3---+---------+------2-+--- + I 4 3 22 I I 3 22 I I 4 3 22 I I 3 221 I 4 33 I I 4 3 I I 4 33 I 3 I 44 I 44 3 I 0.60 + 44 3 + I 33 I I I I I • I I 4 I d I 44 44 I I I 4 44 I C I 4 I 0 I 4 I T 0.20 33 + I I 3 4 I N I 3 4 I E I 3 I I 3 5555555 I I 3 4 5555 1 I 3 555 I I 3 4 555 1 I 3 55 I 1 3 55 6 -0.20 + 4 55 6666 + I 3 55 6666 I I 3 55 6666 I 22 3 4 5 666 I 122 3 5 66 I I 2 3 55 66 7777 I 2 4 5 666 7777 I I• 2 3 5 66 777 1 1 22 3 . 5 66 777 I I 2 3 5 66 7.77 1 -0.60 + 2 5 .66 777 888 I 2 5 66 777 888 I I 2 5 6 777 8888 I I 2 3 4 5 6 77 8888 I I 2 3 5 66 777 888 I I 2 3 66 77 886 9 I 2 3 ~ 5 6 77 88 9 I 1_ 2 3 5 6 77 88 9 I 1 2 3 6 77 88 99 I 11 2 3 5 6 7 88 9 00 -i.,00;.11-r-----2+--------3+-------4+-------+--------o------ --+77-----+--88----------- 99--+----°0000 -0.9Q -0.72 -0.54 -0.36 -0.18 0..00 0.18 0.36 0.54 0.72 0.90 50891 8413 ~. MOISTUttE
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~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 G.G0G0 0.0000 0.0000 0.0000 0.0000 0.0000 .o.00G0 0.0000 0.0000 ~ 50891 8384 I..0000 1.0000 1.0000 0.7200 0.2400 0.1600 -0.0000 0.0800 -0.2400 -1..0000 1.0000 0.9000 0.9600 0..8800 0.0800 -0.1200 0.0800 -0.0000 -0.4400 -1.0000 1.0000 0.8400 0.9200 0.8400 0.7600 0.04_00 0.30.00 -0.6000 -0.2400 -1.0000 1.0000 0.8800 0.6000 0.4400 0.2000 0.4000 -0.2000 -0.0400 -0.4800 -1.0000 0.9600 0.9200 0.7200 0.8000 0.2600 0.2400 0.2000 -0.3000 -0.2800 -1.0000 ~ 0.9600 0.9200 0.8000 0.9200 0.76G0 0.5600 0.3600 -0.7600 -0.5200 -1.0000 O..G000 0.9600 0.8400 0:6800 0.7600 0.5600 -0.5200 -0.2400 -0.8400 -1.0G00 0..0000 0.0000 0.7600 0.5200 0.4400 0.0t100 0.1200 -1.0000 -0.2400 -1.0000 0.0000 0..0000 0,.8800 0.9200 0.7200 0.4800 =0.6800 -0.6800 -0.3200 -1.0000 0.0000 0. 0000 0.6400 0.7600 0.6800 0.1200 -0.1260 0.0400 -0.6400 0.0000 0.0000 0.0000 0.6800 0.4000 0.7600 0.5200 0.3600 -0.8000 -0.2400 0.A000 0.0000 0.0000 0.8800 0.6400 0.4800 -0.4000 -0.0ES00 -0.1200 -0.2400 0.0000 0.0000 G..G00G 0.8400 0.4800 0.6000 -0.5600 0.3600 -0.0800 -0.6800 0.0000 0.0000 0.0000 i ..0000 0.3600 0.7200 0.3600 0.1600 -0.2000 -0.2400 0.0000 0.0000 0.0000 1.0000 0.92A0 0.3600 0.3200 0.3200 0.0800 -0.760D 0.0000 0.a000 G..O0G0 0.96G0 0.9600 0.6400 0.5600 -0.0400 -0.4000 -0.6000 0.0000 0.0000 0.0000 0.0000 0.96.00 0.5200 0.5600 0.24.G0 0..08G0 -0.2800 0.0000 0.0000 0.0000 .0.0000 0.9600 0.7600 -0.4800 0.2800 0.0400 -0.2400 0.0000 0.0000 0.0000 0.0000 0.88A0 0.5600 -0.3tiD0 -0.6000 -0.2800 -0.8000 0.0000 0.0000 G. 0oG0 0.0000 0.9600 0.4000 0.2800 0.3600 -0.5600 -0.3600 0.0000 0.0000 0.0000 0.0000 0.9600 0.6400 -0.0400 0.3600 0.0800 -0.2400 0.01000 0.0000 0.0000 0.0000 0.5600 0.1600 0.5200 -0.3600 -0.1600 -0.4000 0.0000 0.G00G 0.0000 0.00GG 0.9200 0.3200 0.4400 0.3200 -0.9600 -0.3600 0.0000 0.0000 0.0000 0.0000 0.6000 0.7000 0.4400 -0.3200 -0.3200 -0.4000 0.0000 0.0000 0.0000 0.0000 0.9600 0.6800 -0.1600 0.3600 -0.8400 -0.5600 0.0000 0.0000 0.0000 0.0000 0.92.00 0.7600 0.2000 0.3oD0 -0.4400 -0.3200 0.0000 0.0000 0.0000 0.0000 0.9600 0.7600 0.5600 -0.4000 -0.9200 -0 2400 0 0000 0.0000 0.0000 0.0000 0.60,00 0.5600 -0.0800 -0.7200 -0.8800 . -0.8800 . 0.0GG0 0.0000 . 0. 0000 0.0000 0.7600 0.6000 -0.0000 0.2800 0.0800 -0.2400 0.0000 0.0000 0. G0G0 .0.0GG0 0.8800 0.1200 0.4800 0.3600 -0.5200 -0.7200 0.0000 0.0000 0.0000 0.0000 0.8000 0.52G0 0.5000 0.0400 -0.16G0 -0.2400 0.0000 0.0000 0.0000 D.0000 0.8400 0.7200 -0.3200 -1.0000 -0.6400 -1.0000 0.0000 0.0000 0.0000 0.D000 0.9600 0.0400 0.5600 0.3600 -0.0400 -0.2400 0.0000 0.0G0G 0.0000 .0.0000 0.96.00 0.7600 -0.5200 0.3600 -0.0800 -0.2400 0.0000 0.0000 0.0000 0.0000 0.5600 0.7600 -0.2000 -0.2800 -0.0000 -0 2400 0.0000 0.0000 0.0000 0.0000 0.96D0 0.7600 0.5200 0.2400 0.0800 . -0.2800 0.0000 0.0000 0.0000 0.0000 0.9600 0.4000 0.3600 0.3600 -0.4800 -0.9200 0.0000 0.0000 0.0000 0.G000 0.BO0G 0.7600 -0.2800 0.3600 -0.7200 -0.5600 0.0000 0.0000 0.0000 0.0000 0.0000 0.4800 0.5600 0.3600 -0.0000 -0.9600 0.0000 0.0000 0.0000 0.0000 0.0000 0.7200 0.2000 -0.2400 -0.1200 -0.2400 G.U000 0.00G0 0.0GG0 G.OGGo O..OGOG 0.6800 0.2800 -0.4400 -0.4800 -0.9600 0.0000 0.0000 0.0000 0.0000 0.0000 0.3200 0.0000 -0.4800 0.0400 -0.9200 0.0000 0.0000 0.0000 0.0000 0.0000 0.0400 0.0000 -0.5600 0.U800 -0.2400 0.0000 0.0000 0.0000 0.G0G0 0.0000 0.1200 0.0000 0.3200 -0.3200 0.0000 0.0000 0.0000 U.0000 0.OGG0 G.:G000 0.3000 0..0000 -0.8800 -0.4400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00D0 -0.1600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.8400 0.0000 0.0000 0.0000 0.OGGG 0.0000 0.00G0 0.0000 0.0000 0.0000 .0.0000 0.0000 .0.0000 0.0000 0:0000 a 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000
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> 15 RM2i4i' C 1035 NICUTINE VERSUS MOISTURE -------+---- 00 + ---0000000 1 -- - . I 8 I 50891 8410 I 9 8 I `9 I 9 I I 99 8 I I 9 8 I ~ I 99 8 I ~ I .99 8 7 I 99 99 8 I f I 99 99 8 7 I ~ 0.60 + 999999999999 8 7 + 1 tS 7 I ~ I 8 7 I I 8 7 I I 88 7 I ) I 88 7 I N I 88 88 77 I I ~ I 888 888 7 6 C 7 I 888888888 88888868 77 6 I 0 I 77 66 I T 0.20 + 7 6 + I ) I 77 6 I N I 77 66 I E 1 77 777 66 I ) 1 7777 777 6 I I 7777777 777777 66 5 I 66 551 ~ I b6 5 I ~ I 66 55 I 60 6666 55 i ~ -0.20 + 6666 6666 55 + j I 666666 666666 55 I ~ I I 55 55 I 441 ~ I 555 4 1 I555 555 44 I ~ I 555 5555 4 I ) I 555555 5555555 44 I ) 1 I 44 44 I 31 -O.oG 4 444 3 + I 444 44 3 I ~ 1 4444 444 3 I I 4444444444444444 . 3 I I 33 - I ~ I 3 21 1 I 33 3 • 33 2 I 33 333 2 I ~ I 3333333333333333333 2 I 1 22 1 -1 ..00 22-" M _~__~~ ~~------+--------+--------+---------+---------+----22-+------+---11111 " i -b.9Q -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 ; MUISTURE ;~
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I ) I ) 24 DI'UI3A C1U35 NICOTINE VEdSUS MOISTURE 1.00 9999999999+-------+--------+------t3-+- --+--------- +---------+---------+4------3-+---- I 1 88 7 5 4 3 I I 8 6 5 4 3 2 I I 88 6 5 4 3 2 I I 88 5 4 3 21 I 86 6 4 3 2 I B8888 8888 7 6 5 4 3 1 I 6 5 4 3 1 I 6 5 4 3 1 1 6 5 4 3 I 0.60 + 5 4 3 + I 7 6 5 4 3 I 6 5 4 I I 6 5 4 I I 6 5 4 I I 7 6 4 I I 7 6 5 4 I 16 6 5 41 I 7 .7 6 5 I I o 7 7 6 I 0.20 + 77777 6 5 + I 6 6 5 I I o 5 I i 6 51 I 5 6 6 I I 5 6 77777 6 I I 5 1 7 6 I I 5 6 6 1 1 5 6 7 7 6 I 4 5 6 -0.20 +4 5 6 + I 4 6 7 1 I 4 5 6 7 I I 44 5 I 1 4 5 I I 4 5 6 I 33 4 5 7 I 133 4 5 6 I I 3 4 6 I 1 3 4 5 6 8888 8888 1 -0.60 + 3 4 5 88 8 1 3 4 6 7 8 1 1 3 4 5 8 I I 3 4 5 8 I 12 3 4 0 8, I I 2 3 5 6 8 I 2 3 4 5 9999999999999 8 99 I I 2 33 4 1 8 99 I l 3 4 5 . 8 99 I .11 3 4 6 d 9 I -1.-00 11 2---f-3-°--4+~---5--~--6----+------+---- +---------9---------+-------+----000000 ~ -0.94i -U.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 4 MOISTURE 50891 8392 ~ _~
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l 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0..00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.OOG0 D.0000' O._0000 0.0000 0.0000 0.0000 1.0000 0.4000 0.9600 0.4800 "-0.6000 -0.1200, -0.8800 -0.8400 -0.8400 -1.0000 3 0.960G 0.6400 0.7200 0.56.00 -0.1600 -0.12D0 -0.6000 -0.6800 -0.8800 -1.0000 0.9200 0.2400 -0.3200 -0.0400 0.1600 -0.2400 -0.7200 -0.6000 -0.9200 -1.0000 0.13800 0.8800 0.5200 0.0800 0.0400 -0.12D0 -0.4800 -0.6000 -0.9600 -.1.0000 ~ 0.8400 0.5200 0.8400 0.5200 0.1200 -0.16.00 -0.4000 -0.6400 -0.8400 -1.0000 0.8000 0.0400 -0.0000 0.5200 0.1600 -0.2000 -0.4400 -0.6000 -1.0000 -1.0000 0.7600 -0..0000 0.2800 -0.3600 -0.D800 -0.4400 -0.6400 -0.6000 -0.8400 0.0000 ~ " 1..0000 1.0000 0.3200 0.3600 -0.4800 -0.5200 -0.4000 -0.6000 -1.0000 0.0000 0.9600 0.7200 0.0400 0.56D0 -0.8800 -0.1200 -0.6800 -0.7600 -0.8800 0.0000 0«920G 0.9600 . 0.8800 -0.7200 -0.8000 -0.2800 -0.8000 -1.0000 -0.8000 0.0000 ~" 0.7200 0.8000 0.5600 0.56D0 0.0800 -0.96G0 -0.5200 -0.6000 -0.9200 0.0000 0.8800 0.2000 0.9200 -0.2800 0.1600 -0.7200I -0.4400 -0.6000 -0.8800 0.0000 0.8400 0.5600 -0.2800 0.4000 -0.44.00 -0.6800 -0.7600 -0.6000 -0.8000 0.0000 1 0.6800 0.2800 1.0000 -0.4800 0.2000 -0..3200 -0.5600 -0.7200 -0.9600 0.0000 0.8000 0.3600 0.9600 0.3200 0.2000 -0.1200 -0.9200 -0.6000 -0.8400 0.0000 0.6400 0.7600 0.6800 -0:8400 0.1600 -0.1200 -0.5200 -0.8000 -0.8000 0.0000 7. 0.7600 0.4400 0.7600 0.44.00 0.2000 -0.76D0 -0.8400 -0.6000 -0.9200 0.0000 0.10000 0.0800 1..G000 0.4800 0.2000 -0.64.00 -0.4000 -0.6400 -0.8000 0.0000 0.0000 0.8400 0.9200 -0.1200 -0.9600 -0.1200 -0.5600 -0.8800 -0.8400 0.0000 ) 0.0000 -0.0400 0.4800 0.5600 0.2000 -0.1200 -0.4000 -0.7200 -0.8000 0.0000 0.0000 0.6000 -0.3600 0.5600 0.2000 -0.16D0 -0.4ti00 -0.6000 -0.9600 0.0000 O.GGGO 0.9200 1.0000 -0.6000 -0.0000 -0.920G -0.9600 -0.6400 -0.8400 0.0000 ) 0.0000 0.6800 0.3600 -0.2000 -0.7200 -0.4800 -0.4400 -0.9600 -0.8GOG 0.0000 0.0000 0.4800 -0.0400 0.1200 -0.0400 -0.4000-0.3o00 -0.6800 -0.8800 0.0000 0.0000 0.9200 0.2400 0.5200 -0.2000 -0.1200 -0.3600 -0.9200 -0.8800 0.0000 } 0.0000 0.16G0 0.0600 0.0400 -0.1200 -0.1200 -0.3600 -0.6600 -0.8000 0.0000 0.0000 0.1200 0.8000 0.5600 0.1200 -0.3600 -0.3600 -0.7600 -0.8400 0.0000 0.0000 0.6800 0.6000 0.5200 0.1600 -0.2000 -0.3600 -0.9200 -0.9200 0.0000 ) 0.0000 0.3200 0.0000 0.4400 0.2000 -0.8000 -0.4800 -0.8000 -0.8400 0.0000 0.0000 0.8400 G.GGG0 0.5600 0.2000 -0.6000 -0.3o00 -0.6000 -1.0000 0.0000 0.0000 0.3200 0.0000 0.2800 0.0800 -0.3600 -1.0000 -0.8800 -1..0000 0.0000 ) 0.0000 0.7600 0.0000 -0.5600 -0.6800 -0.1600 -0.3600 -0.6400 -0.8000 0.0000 0.00GG 0.6000 0.0000 0.0000 -0.0000 -0.12D0 -0.6400 -0.9600 -0.9200 0.0000 0.0GGG 0.4800 0.G000 O.D00G 0.1600 -0.5600 -0.4000 -0.6000 -0.9600 O.G000 ~ 0.0000' 1.0000 0.0000 0.0000 -0.4000 -0.1200 -0.3000 -0.6400 -0.8000 0.0000 0.0000 0.9600 0.0000 0.0000 0.2000 -0.1200 -1.0000 -0.8400 -0.8400 0.0000 0.0000 0.8000 0.0000 0..D000 0.20A0 -0.24.00 -0.6800 -0.7200 0.0000 0.0000 j 0.0000 0.1200 0.G000 0..0000 0.1600 -0.3200 -0.4000 -0.7600 D.0000 0.0000 O.D000 0.1600 0.0000 0.0000 -0.0400 -0.2800 -0.3600 -0.8400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.2400 -0.4000 '-0.4400 -0.6400 0.0000 0.0000 ) 0.0000 G.G000 0.0000 0.0000 -0.5200 -0.2000 -0.7600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.5oG0 -0.1200 -0.6000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2000 -0.1200 -0.9600 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.,0000 0.0000 0.0000 -0.8400 0.0000 0.0000 0.0000. 0.0000 0.0000 • 0.0000 G."0000 0..0000 0. 0000 -0.3600 0.0000 0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00,00 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.OGG0 0.00,00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0OC}0 a 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 . i 50891 8381 4 ) J J J . ..
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9 RHAdS C1035 7 NICOTINE VERSUS MOISTURE 1.00 00 ------ 00 99 ~ 1 00 99 I 0 99 I 0 99 1 9 I I 50891 8425 I 9 8881 1 99 88 I I 1 9 88 I 0 60 + 9 9 88 1 . 1 9 88 88 + 1 1 9 88 1 1 9 8 I 1 9 88 1 I 9 8 1 9 771 N 8 77 I I 1 9 8 77 I C ~ 1 8 77 I () I a 77 1 T 0.20 + 9 d 77 + I ~ 1 9 8 7 1 N 1 9 88 77 6 E I 9 r1 7 66 I ~ I 9 88 77 666 I l. I 8 77 66 1 I 8d 7 66 I ~ I 9 8 7 66 I 9 8 7 66 I 1 8 7 66 555 ~ -0.2U + 8 7 66 55 + ~ I 8 77 66 55 I I 8 7 66 55 1 ~ I 8 7 66 55 I I 8 77 , 6 55 I I 8 7 6 55 444 ~ I 8 7 6 555 44 1 1 8 7 6 55 44 I 1 8 7 6 55 444 I j Id 7 6 55 444 =`) -0.60 + .77 66 55 44 3 I 7 66 55 444 33 I j 1 7 6 55 44 33 1 I 7 60 55 444 33 I 1 1 I 7 7 6 0 55 55 44 44 33 1 33 1 ) - I - 7 6 55 44 3 2 1 I 7 0 5 44 33 2 I ~ I 7 I 6 55 4.44 3 22 1 J 6 55 444 33 22 1 -1.0L" +- ±------+--o------+--------5---------+------44-+--------+-- 33----+---------+-2-------+-----11111 i -0.y6 -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 i 3 J j MOISTURE
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2/ DAENT C 1035 f ~ / THE COLLAPSE COEFFICIENTS ARE( 0.2300 0.0900 0.14D0 0.080 0 -0.0500 0.0200 50891 8391 0.0605 - 0.1096 0.1587 0.2078 0.2569 0.3061 0.3552 0.4043 0.4534 0.5025 -0.9000 0.2340 0.1620 -0.6840 -0.6120 0.4860 0.5220 0.6120 0.5760 0.9000 ~ -0.90D0 -0.3960. 0.0180 .0.7020 0.3780 0.3780 0.8100 0.8820 0.7740 0.8820 -0.8820 -0.0360 -0.3060 0.5940 -0.0180 0.2880 0.3420 0.5220 0.6660 0.8640 -0.9000 -0.5760 -0.4860 0.0720 0.1800 -0.0180 0.2700 0.7380 . 0.90G0 0.8460 ~ -0 . t3820 -0.6300 0.8820 -0.5940 -0.5400 -0.2880 -.0.0000 0.4320 0.4320 0.8280 ~. -0.8640 -0.8460 -0.0720 0.6840 -0.1620 0.2160 0.6480 0.3600 0.5040 0.8100 -0.90.00 0.7380 -0.6660 0.5760 0.2700 0.09.00 0.4320 0.0900 D.4860 0.0000 ~ -0.8820 -0.7200 -0.5940 0.6120 0.5400 0.0360 0.6300 0.9000 0.7560 0.0000 0._0000 -0.3420 0.6840 0.1620 -0.0720 0.6300 -0.1620 0.1800 0.7920 0.,.0000 0.00.00 -0.1980 -0.1440 0.6660 ,0.1080; 0.1440 0.7920 0.7200 0.4140 0.0000 } 0..0000 0.6120 0.6660 0.7200 0.5580 -0.1080 0.8280 0.2340 0.6840 0.0000 0.O0G0 -0.7380 0.1800 0.6300 -0.3780 -0.1440 0.0540 0.3060 0.8820 0.0000 0.0000 -0.0180 -0.5400 0.2860 0.0360 0.6480 -0.1980 0.8640 0.6480 0.0000 ) 0. 0G00 0.2160 -0.6840 O.o4d0 -0.3420 -0.3240 0.2160 0.1260 0.5940 0.0000 0.0000 0.4500 0.1440 0.5580 -0.4320 -0.3780 -0.0360 0.6300 0.5580 0.,.0000 0.0000 -G.SO40 -0.2100 -0.1260 -0.1980 -0.2520 -0.1260 0.4500 0.8100 0.0000 ) 0.0000 0.2520 -0.3420 -0.0000 -0.4860 -0.1800 0.1440 0.5040 0.8640 0.0000 G.0000 -0.0540 -0.4500 0.7380 0.5220 -0.4140 0.4140 0.2880 0.5220 0.0000 0.0000 -0.8280 0.9000 0.5400 0.3960 -0.2160 0.0990 0.1440 0.7380 0..0000 j 0.0000 0.4680 0.7020 -0.0720 -0.3060 0.5040 -0.09.00 0.3780 0.4500 0.-.0000 0.0000 -0.2880 -0.2520 -0.2160 0.5760 0.6120 0.5040 0.2520 0.7020 0.0000 0. 0G.00 -0.7560 0.6480 -0.4320 -0.6300 0.9000 0.1080 0.7560 :0.4680 0.A000 ) 0.0000 0.0000 0.0360 0.7560 -0.2340 0.4680 0.1620 0.5940 0.6300 0.0000 0.0000 0.0000 -0.1980 -0.5220 0.2520 0.6660 0.1980 0.1980 0.6120 0.G000 0.0000 0.0000 -0.27.00 0.3060 0.3600 -0.4320 0.5400 0.7020 0.5400 0.0000 ) 0.0000• 0.0000 -0.5220 0.5220 -0.4680 -0.0540 0.8460 0.5400 0.3960 0.0000 0.0000 0.0000 0.1980 -0.7020 -0.27.00 0.3600 .0.7740 0.8460 0.8460 0.0000 0.0000 0.00G0 -0..0000 -0.4680 -0.1080 -G.0720 0.6660 0.0720 0.8280 0.0000 ~ 0.0000 0.0000 -0.6480 -0.1r100 -0.1260 0.8820 0.3600 0.4140 0.7200 0.0000 0.0000 0..0000 -0.0900 -0.3420 -0.5940 .0.3960 0.2880 0.3420 0.0000 0.0000 0.0000 0.0000 -0.5760 -0.3060 0.0900 0.3060 -0.0720 0.6480 0.0000 0.0000 j 0.00G0 0.0000 0.8640 .0.7740 0.1620 0.1980 0.6120 0.7740 0.0000 0.0000 0.0000 0.0000 -0.4140 -0.6660 -0.5220 -0.3600 0.0360 0.8280 0.0000 0.0000 0.0000 0.0000 -0.3780 0.5G40 0.0540 0.1620 0.3240 0.3240 0.0000 0.0000 ~ 0.0000 0.0000 -0.3960 8.00 0.1 0.2880 0.27.00 -0.0540 0.0000 0.0000 0.0000. 0.0000 0.0000 -0.1620 , 0.'27.00 0.5940` 0.8040 0.8640 0.0000 0.0000 0.0000 0.0000 0.0000 0.1260 -0.5400 -0.4140 0.0720 0.4500 0.0000 0.0000 0.0000 ~ 0..G000 G.G000 -0.4320 -0.3780 0.5040 0.6840 -0.1080 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.7920 -0.5580 -0.3420 0.7560 0.0000 0.0000 0.0000 0:0000 0.0000 0.0000 -0.2700 0.1980 0.5940 0.2520 0.0000 0.0000 0.0000 ~ 0.0000 : 0.0000 0.0000 -0.4860 -0.2520 0.0000 , 0.0000 G.0000 0.0000 0.0000 0.0000 i 0.0GG0 0.0000 -0.5760 -0.2880 0.0000 - 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.4860 0.4140 0.0000 0.0000 0.0000 0.0000 0.0000. ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 .0.0000 0.O0G0 0.0000 0.0000 • 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. Gow 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00,00 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0..0000 0..GG00 0.0000 0..0000 0.0000 0.0000 0.0000 :~
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0.0000 0.0000 0.0000 0..0G00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -1..0000 -0.8400 0.0800 -0.4800 -0.0400 -0.1200 -0.4400 -0.9200 ~ -0.9600 -1.0000 0.8800 -0.5200 , 0.7200 0.0400 0.2000 -0.6400 -1.0000 0.8dG0 -0.ft000 1._G000 -0.6000 0.3600 0.2000 0.92G0 -0.9200 0.8400 0.7200 -0.4400 0.2800 0.2400 0.2400 -0.7600 ~ 1.0000 -0.8000 0.9200 -0.5600 0.4800 0.1200 0.2400 -0.6800 -0.96D0 0.9200 -0.8400 0.5200 0.8400 -0.64130 0.20G0 -0.5600 „ 0.0000 0.8000 0.7600 0.8800 -0.2000 _ 0.5200 -0.0000 0.7600 ~ O.D000 -0.8800 0.6400 -0.1600 -0.9200 -0.4000 -0.0000 0.7600 0..0000 -0.7600 0.8Q00 0.8400 0.4400 -0..0800 0.4000 -0.6000 0.0000 0.0000 -0.9200 -0.4G00 -0.3600 -0.7600 -0..0000 -0.5600 j 0.0000 0.0000 -0.9600 0.5600 0.3600 0.0800 0.5600 -0.5600 0.IJ000 0.0000 -0.8400 -0.76.00 -0.4000 -1..0000 -0.0000 0.8400 0.0000 O.D000 -0.76G0 -0.24130 0.68G0 -0.96G0 0.3600 0.7600 ~ 0.0000 0.000® 0.9600 -0.28D0 0.1200 -0.0000 -0.2800 -0.88G0 0.0000 0.0000 -0.5600 0.4000 0.16D0 -0.1600 -0.1200 0.7600 0.0000 0.0000 -0.6000 -.0,.84D0 -0.3200 0.2400 0.2000 - -0.5600 ~ 0.0000 0.00.00 . 0.5600 -0.7200 -0.4400 0.1600 0.7600 0.8000 0.0000 0.0000 -0.5200 -0.6000 0.0800 0.8800 0.2800 -0.8000 0.0000 0.0000 -0.6400 -0.9600 -0.0000 0.4000 -0.0000 0.8000 ) 0.OG00 0.0000 0.6000 0.4400 -0.12.00 -0.0000 -0.0400 -0.7200 0.0000 0.0000 -0.4400 0.3200 0.9600 0.2000 0.2800 -0.8400 0.0000 0.0000 -0.4800 0.3000 0.5200 0.4800 -0.6400 0.8800 ~ 0.0000 0.0000 -0.6800 -0.3600 -0.8000 0.0400 -0.8800 0.7600 0.0G00 0.0G00 -0.7200 0.8000 -0.6800 0.56D0 -0.04.00 -0.6000 0.0000 0.0000 -1.0000 0.6000 -0.160G 0.6400 -0.2400 0.7600 ~ 0.0000 0.0000 1..0000 -0.8800 -0.5600 0.8000 0.9600 -0.9600 0.0000 0.0000 -0.48A0 -0:2Q00 -0.7200 0.4400 0.2000 -0.5600 0.0000 0.0000 -0.8800 -0.9200 0.6400 0.3200 -0.1200 0.9600 ~ 0.0000 0.0000 -0.8800 0.4800 -0.0800 -0.0800 .0.0000 -0.5600 0.0000 0.0000 -0.4400 -0.6400 -1.0000 -0.2400 0.0000 1.0000 0.0000 0.0000 0.0000 0.9200• 0.3200 -0.2000 0.0000 0.7600 3 0.0000 0.0000 G.0000 -1.0000 0.2000 0.9200 0.0000 0.8400 0.0000 0.0000 0.0000 0.9600 0.7600 -0.5200 0.0000 -0.5600 0.0000 0.0000 0.0000 0.7600 0.5600 -0.1200 0.0000 0.8800 ~ 0.0000 0.0000 0.0000 0.64.00 0.6000 -0.2800 0.0000 -0.5600 0.0000 0.0000 0.0000 -0.3200 0.9200 -0.8000 0.0000 0.7600 0.0000 0.0000 0.0000 -0.6800 -0.8400 0.6800 0.0000 -0.6000 ~ 0.0000 0.0000 0.0000 0.7200 -0.2800 -0.5600 0.0000 0.7600 0.0000 0.0000 G.A000 0.68•00 0.8800 0.3200 0.0000 0.9600 0.0000 0.0000 0.0000 -0.3200 0.0400 -0.4800 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.00.00 -0.4t300 0.7600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.7200 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.0400 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0:,0000 0.0000 0.2800 0.0000 0.0000 G.0000 0.0000 0.0000 0.0000 0.0000 0.1600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 j 0.0000 0.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0:00G0 a 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.d000 1.0000 1.0000 -1.0000 1.0000 1.0000 -0.8000 -0.8000 -0.9600 , 1. 0000 1.0000 1.0000 -0. t3000 -0.8800 -0.8000 -0.9200 -0.8400 -0.8000 1.0000 -0.8000 -0.8400 -0.8000 -0.8000 -0.8000 -0.8000 -0.8000 1.0000 -0.8000 -0.88G0 1.0000 -0.9200 0.0000 .0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0._00G0 0.0000 0.D000 0.0000 .0. 0000 0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 -1.0000 7 -1. 0000 "1 -I.0000 50891 8393 -1.0000 -1.0000 -1.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 G. 00G0 0.00G0 0.0000 0.0000 0.0000 ) ~ 0.0000 0.0000 0.0000 0. 0G00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. 0000 0.0000 0.000® 0.0000 0.0000 0.0000 0.0000 0.0000 ~
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3Nn.isrnw ' ' ' ' 1 06 0 ZL 0 45 0 9£ 0 81 0 0 00'0 RI'0- 9£ '0 - 45'0- ZL'0- .O f,'0- + - - - - - - - - + - - - - - - - - + - - £ - - - - + - - - - b - - + - - - 5 5 - + - - - 9 9 - + - - - - - - L L L - - - - - - R 8 - - - - - 6 6 - - - - 0 0 0 0 0 MJ ' l - I £ 5 99 LLL RR 66 0 I b 5 99 LLL 8R 6 I I Z 17 5 99 LL FR8 6 1 ~ b SS 099 LLL R8 6 ~ 4 SS 999 ( t lt £ b 55 99 LLL LLL R8R R8R I I Z << £ 4 55 99 LLLL R88I b 55 999 LLL 8 << b 55 09 LLL I << Z £ 4 99 999 LLL + 09'0- << £ b 55 999 LLL I << b 55 99 LL ~ Z £ bb SS 99 •I 99 99 I ~ I £ b 55 999 1 I b 55 5 0991 I £ b 555 I I b 55 I I £ bb 99 I C + £ b 555 + OZ'0- C I £ b 55 I I Z £ b I ~ I £ ~' I L I I Z £ Z £ b I t I £ b I b I ( I £ bb I 3 I £ I N I Z ££ I C I + Z ££ + OZ'0 L I ZZ £ I c) I ££ I C 0 I ££ I I I £ N I I I C I I I I I f I I + +09.0 ~ I £ I C I ££ I I £ Z I I £ I ~ Z48 T6809 I £ I I ££ I I £ I f, Ibb £ Z I b4 £ I I +-----bb-------- +--------+--------+-------+-------+--------------------- --------- ----+ 00' f L 3Nn.LSIoW SnS83n 3NLLO-) Ira rbr9~ o/
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6 SAT C1035 NICO'TINE VERSUS MUISTURE 1.00 1111-----+-------°+22------+---------+--------+--------+---------+---------+---------+--22----+ II 2 2 221 50891 8434 I 22 333333333333333 I I 2 333 33 I I 2 33 33 1 1 22 33 3 I ~ I 2 3 3 I 1 3 I I 3 444444444 444444444 I I 3 44 4.44 I 0.60 + 3 44 44 + I 3 44 44 I I 3 44 44 I 3 44 1 3 4 55555555555555555 I I 4 555 555 1 N I 4 5 5 55 I I I 4 55 55 I C 1 5 5 t) I 4 55 I T 0.20 + 4 5 + I ~ I4 5 66666 66666 I N 1 5 666 666 I E I 5 6 6 666 1 I 5 6 0 6 I 5 66 I 1 5 6 • I I 5 0 77777777.77 I I 06 777 777 I I 5 6 77 77 I -0.20 5 66 7 77+ I 6 77 I 1 6 7 1 1 0 7 I I 66 7 tsi38 I I 0 7 8888 8888 I 1 6 7 886 888 1 I" 66 7 888 88 I 6 7 8 1 I6 7 88 I -0.60 + 7 8 8 + 1 8 I I 7 8 999999 999999 I I 7 8 99. 99 1 I 7 8 99 91 ) I 8 99 I 1 7 8 9 I 1 7 8 9 I ) I cs 9 1 I d 9 I -1.00,7--z +--d-----+---------+-9------------ --------- ---+ °-------+---00000000--------+--------+ -0.90, -0.72 -0.54 -0.36 -0.18 0.00 0.Jti 0.36 0.54 0.72 0.90 ~ MOISTUkE J
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> ) ) ) 7 9 7 RSfR C1035 NICOTINE VERSUS MOISTURE 1.00 000-------+---- ---+--_-_-+---_---+---___---t---___---+-----_--t-------~-_-----+------ 000 0 .60 I I I I I +. I I I I I 9 I 999 I I 0.20 + I I I 999 9999 888 99999 888 I 88 77777777 I 8ts 77777 I 88 777.77 8 7177 I 777 I 777 -0.20 + 1 I I 777 777 I I I' I 1 66 -0.60 +666 I I I I 5 I I 555 5 44 44 44 444 333 33 33 33 1 44 33 I 44 33 2 22 6666666 555555 4444 333 22 -! .-00. +-44----+-----+---------3--------+--------+--------t2- ------ -------- --------- 111111 -0..94 -0.72 -0.54 -0.36 -0.18 C,.GO 0.18 0.36 0.54 0.72 0.90 MOISTURE 7_77 66666 777 66666 77 666o 6o 999 r 888 666 666 666 555 555 99999 8888 666 555 9.999.99999 13888 55555 55555 5555 5555 444 8888888 444 4444 555 555 444 6666 N I C 0 T I N E 50891 8431 ) Y ~ j ~
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NICOTIrvE-MENTHOL RSM CORRELATIONS TUE. SEP 9, 1980. 2:32 PM PAGE 14 FILE NMMEANM (CREATION DATE = 9/ 9/80) 50891 8319 CORRELATION COEFFICIENTS A VALUE OF 99.00000 IS PRINTED IF A COEFFICIENT CANNOT dE COMPUTED. SMOKET SMOKET 1.00000 THERM .72809 THERMMEN .73441 STRENGTH .81553 DRAW -.53721 ARTIFICL .06301 HOT -.29839 MINTY .26415 HAKSH -.04949 MENTHOL .42977 TObACCU .35645 dITTEP -.45101 TONGUE -.56851 S%400T4 .U3336 RICH .66878 LIGHT -.55896 SATISFY .61807 DESNIIC .57371 DESMEN .58868 TOkINIC .54U69 TSUGARS .70094 RSUGARS .63370 TOdPH -.15UU8 T06MEN .54432 MOIST -.02008 PUFFCT .67324 TPMCIG .66499 TPMPUFF .68334 NICCIG .64076 NICPUFF .64491 TPMH2O .75757 TARCIG .64770 TAKPUF'r .65434 MENCIG .60715 MENPUFF .57938 SMKPH .33512 ROWT .72797 NICCONSM .56983 NICTRANS .91125 THERM THERMMEN STRENGTH DRAW ARTIFICL HOT MINTY HARSH MENTHOL TOBACCO BITTER .72809 1.00000 .83267 .74719 -.79798 -.41022 -.73490 .42653 -.22178 .37.522 .67371 -.66914 -.67673 .5U989 .78954 -.5002 .59401 .56492 .41787 .45736 -.42392 .58450 .23059 .50539 .68479 .81757 .60237 .62761 .71879 .66349 .80610 .63568 .61592 .64435 .49922 .56854 .65683 .73441 .81553 .83267 .74719 1.00000 .91396 .91396 1.00000 -.85006 -.59058 -.06457 .05461 -.31031 -.13122 .65571 .43136 -.47635 -.14503 .71662 .57706 .20354 .24204 -.55354 -.32417 -.36331 -.54458 .4 ~ .2991 U .72921 -.5U666 -.54535 .74490 .73986 .30727 .53010 .80213 .60362 .23528 .47637 .65845 .84501 .70144 .82512 -.31163 -.41952 .81122 .63156 .52290 .26134 .36374 .65494 .44242 .65301 .52020 .64668 .33463 .58346 .33101 .56234 .45968 .61659 .43742 .66407 .53_L8 1 .67939 .3U763 .48768 .26650 .61853 .68383 .65813 .23176 .78651 .51825 .82487 -.53721 .06301 -.29839 -.79798 -.41022 -.73490 -.85006 -.06457 -.31031 -.59058 .05461 -.13122 1.00000 .37158 .58962 .37158 1.00000 .74128 .58962 .74128 1.00000 -.59610 .33107 -.03079 .67887 .01001 .05212 -.54948 .50603 .15730 -.17388 -.44967 -.71449 .77292 .30566 .74532 .12729 .21464 .51920 -.43508 -.39961 -.29891 -.80024 -.11133 -.33192 .30050 -.23589 .36187 -.64776 -.53328 -.58185 -.02826 -.17052 -.41742 -.76599 .28342 -.21508 .02704 -.20060 -.42052 -.31639 .17741 .09244 -.41776 .11380 .00475 .10876 .14843 .32413 -.72153 .32945 -.15834 -.71075 -.27656 -.12385 .02115 .07250 -.17080 -.14635 -.13035 -.42092 -.31263 -.26713 -.59170 -.03776 -.14023 -.37646 -.05513 -.16204 -.41662 -.22078 -.04194 -.48614 -.12297 -.13467 -.38247 -.29795 -.26410 -.54357 -.75499 .27937 -.21018 -.74863 .29258 -.19691 -.28622 -.14574 -.57850 -.07748 .02179 -.03158 .26415 .42653 .65571 .43136 -.59610 .33107 -.03079 1.00000 -.76303 .94434 .01371 -.31813 .09122 .50843 .73545 -.34920 .26206 -.11251 .85108 -.23042 .05493 .11850 .05319 .89344 .38953 -.14071 -.05165 .07026 -.17798 -.14594 .05897 -.07692 .45317 -.12317 .01580 -.18204 -.38913 -.22644 -.26893 .15013 -.19148 .13341 -.04949 -.22178 -.47635 -.14503 .67887 .01001 .05212 -.76303 1.00000 -.69149 .28013 .27573 -.54265 -.48998 -.64613 -.21254 -.15824 .55390 -.62855 .64322 .16'0U7 .08428 -.46888 -.6U624 -.69943 .60811 .50939 .33752 .59692 .56050 .40970 .52593 .34544 -.55316 -.57959 -.08632 .43885 .63709 .27166 .42977 .37522 .71662 .57706 -.54948 .50603 .15730 .94434 -.69149 1.00000 -.13771 -.25488 .09048 .33062 .72913 -.3741 8 .22228 -.09Z31 .30266 .32880 .07523 .91903 .37051 -.00737 -.00200 .06005 -.11339 -.10069 .1052U -.01896 .U66d2 .35645 .67371 .20354 .24204 -.17388 -.44967 -.71449 .01371 .28013 -.13771 1.00000 -.23842 -.81193 .47239 .34244 -.43608 .U0016 .80499 -.U8022 -.10715 -.37383 .01583 -.44390 .56447 .74901 -.45101 -.66914 -.55354 -.32417 .77292 .30566 .74532 -.31813 .27573 -.25488 -.23842 1.00000 .30655 .05404 -.36510 .60529 -.32570 -.12147 -.66959 -.12723 -.25443 -.39169 .37026 -.60194 -.45506 -.09866 -.25896 -.36782 .74429 -.15954 .79739 -.16155 .75835 -.39238 .72692 -.21237 .83361 -.31964 .03691 -.66242 .02454 -.64881 .27735 hE39~ .06515 j 88 -.18324 .77495 .30274 .47762 -.26726 .U2622 -.11841 -.25854
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MULTIPLE REGRESSION.....C1035.DAT ~ S SELECTIoN.....25 ) TABLE OF RESIDUALS 50891 8439 CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 59..14000 • 57.31.167 , 1.82833 2 56.78000 58".60833 -1.82833 3 65.70000 63..87167 1.82833 4 63.40000 " 65..22833 -7.82833 5 --r 59.23000 57.40167 1.82833 6 ' 52.92000 54.74833 -1.82833 7 6J.36000 60.005q0 1.35500 8 60.11000 60.00500 0.10500 ~ 9 62.00000 60.00500 1.99500 i 10 55.33000 60.00500 -4.•67500 11 60.67000 60.00500 .0.665 00 12 60.56000 60.00500 0.55500 J J ) j 6 i J ~
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16 RMOTO C1035 TNE COLLAPSE COEFFICIENTS ARc( 3.G20G 0.1T00 -0. 0l4 0.1800 0.1800 0.0200 ~ ~ 50891 8409 2.4008 - 2.5879 2.7150 2.8421 2.9o92 3.0964 3.2235 3.3506 3.4777 3.6048- -0.9000 -0.5400 -0.4140 -fl.7380 -0.7200 0.3780 0.2520 0.6840 -0.8820 -0.9000 ~ -0.882G -0.4140 -0.0720 -0.4860 -0.1080 0.7020 -0.6660 0.5580 0.7380 -0.8820 -0.8640 -0.3240 -0.0180 0.0540 -0.2700 -0.0540 -0.4860 0.8820 0.8460 -0.8640 -0.8460 -0.1260 -0.7380 0.2340 0.3600 0.8100 0.4860 -0.5040 -0.3600 -0.8460 ,~ -0.8280 -0.1800 -0.7200 -0.2700 0.5580 0.8820' 0.1620 0.1260 -0.7020 0.9000 r. -0.8100 -G.8460 -0.7560 0.2700 0.3240 0.0720 0.8100 0.5040 0.4140 -0.8280 -0.7920 -0.2520 -0.7020 -0.1620 0.0720 -0.8460 0.3240 0.7200 0.7740 0.0000 3 -0._7740 -0.8640 -0..7740 0.4860 .0.2340 -0.3000 0.0180 0.6480 -0.7920 0.0000 -0.7560 -0.8280 . 0.2160 -0.0720 0.3960 -0.3420 0.9000 -0.3240 -0.6120 0.0000 -0.7380 -0.8820 -0.2,88G 0.4140 -0.2520 0.5220 0.8280 -0.3060 0.8820 0.0000 ) -0.7200 -0.8100 -0.6840 0.1080 -0.7020' -0.3780 -0.7920 0.8100 0.8100 0.0000 ~ -0.7020 -0.9000 0.0720 -0.5040 -0.01ts0 -0.6840 0.7200 0.2700 0.5.760 0.0000 -0 . 6t340 -0.7920 0.0360 -0.7200 0.4860 -0.3240 0.6300 -0.8460 0.5040 0.0000 ) -0.666G -G.522G -0.7920 -0.7560 0.)260 0.8280 0.0360 -0.6300 -0.5040 0.0000 1 -0.9000 -0.5580 -0.19d0 -0.4680 -0.7380 0.7200 0.6660 0.1440 • 0.4320 0.0000 0.0000 -0.7740 -0.1260 0.36.00 -0.2880 -0.7020 0.8820 0.4500 0.6480 0.0000 ') 0.0000 -0.3960 -0.6660 0.1980 0.5760 0.6120 0.8460 0.3780 -0.4860 0.0000 0.0000 -0.7560 -0.4320 -0.0000 -0.0000 -0.3960 -0.5040 -0.7560 -0.3780 0.0000 0..0000 -0.3060 -0.8100 -0.5220 0.4500 -0.3060 0.8640 0.2880 0.5220 0.00G0 ) 0.0000 -0.2340 -0.6480 -0.7020 -0.9000 . 0.5580 0.5220 0.9000 0.6840 0.0000 0. 0G00 -0.4320 -0.30oG 0.3060 0.2880 0.7920 -0.4680 0.1080 0.5940 0.0000 0 . 00.00 -0.7380 -0.8280 -0.7740 0.5040 0.2160 0.7920 0.7560 0.6300 0.0000 j 0.00400 -0.1980 -0.2160 -0.5400 0.1800 -0.4140 0.432G -0.2880 -0.5940 0.00GG 0. 0000 -0.5760 -0.6300 -0.2880 -0.1260 -0.2.880 0.3780 0.3600 0.7020 0.0000 0.0000 -0.5040 -0.3960 -0.4500 -0.6840 0.1440 0.7380 -0.4860 0.0000 0.0000 ) 0.0000- -0.7200 0.1ri00 .--0.6840 0.1980 0.6840 -0.0000 0.6120 0.0000 0.0000 0.000G -0.3420 0.1080 -0.558:0 -0.2340 0.7380 -0.9G.00 -0.6480 0.0000 0.0000 0.00D0 -0.1440 -0.1440 -0.6660 0.4320 0.4140 0.5940 -0.3420 0.0000 0.0000 ~ 0.0000 -0.7020 -0.8460 0.4680 -0.0900 -0.0360 0.1440 0.8640 0.0000 0 0000 0.0000 -0.2700 0.1440 -0.5760 0.1440 0.2880 -0.6480 -0.7380 0.0000 . 0.0G00 0. GGGG -0.3780 -0.6120 -0.6480 -0.3060 0.1620 -0.8100 0.0000 0.0000 0.0000 ) 0.0000 -G.162G -0.4500 0.1440 0.5400 0.7740 0.3900 0.0000 0.0G00 0.0000 0.0000 -0.5940 0.1620 -0.5940 0.0540 0.6300 0.5580 0.0000 0.0000 0.0000 0.0000 0.0000 -0.tso40 -0.6300 -0.7560 -0.4320 0.0000 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.1260 -0.1440 0.5940 -0.2700 0.0000 0.0000 0.0000 0.0000 0. GCGO G.G0G0 -0.5940 -0.~520 -0.6660 0.0540 0.0000 0.0000 0.0000 , 0.0000 0.0000 0.0000 0.0000 -0.6120 0.2700 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0. 0000 0.0000 0.0000 -0.7920 0.0000 0.0000 0.0000 0.00G0 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.GGCG G.OGGG 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 i 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000. 0.0000 G.GOGO 0..G000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. OOGG 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 j
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l ? 11 RSMOO C1035 NICOTINE VERSUS MOISTUdE --+--00000000--------+---- -+--------+ - - + --9+---------+----_-_+__ ._-___+ ~ 1 1.00 +-----~- ~ --- - - - I 9 8 71 I 9 8 7 I I 8 I 19 9 I I 9 9 8 I 50891 8419 ~ I 9 9 8 7 1 I 99 99 8 7 I I 999999 7 1 ~ I 8 7 I 0.60 + + I 8 8 I j I 8 . 8 7 1 I 8 8 7 I I 88 8 I ~ I 8tits 88 7 1 N I 88t3t1d8 7 I I ~. I 7 I C ~ I 7 7 I 0 I 7 7 6 I T 0.20 + 7 7 6 + I 7 7 I N ~ I 77 77 6 I E I 777 77 I ) I 6 6 I I 6 6 1 I 6 6 I ~ I 6 6 I , 5 6 66 I I 5 bb 6 5 ~ -0.20 + 5 66 -66 5+ I 5 660 60 5 I I 5 I ) I 5 I i 14 5 5 I I 5 5 I ~ I 55 5 I I 55 5 I I 4 55 5 I ~ 3 4 55 555 I -0.60 +33 4 + I 3 3 4 4 I 33 4 4 I 1 33 4 4 1 I 33 4 4 I 222 33 4 44 I I 222 33 44 44 I 1 222 333 44' 444 I I 222 333 I 1 222 33 3 I -1. A G . 111,11 - - - -+ - - 2 2 2 - - - + - - - - - - - - + - 3 3 3 3 - - - - + - - - - - - - - + - - - - - - - - - + - - - ~ _ ~ + _ ~ ~ - - - - + - - - - - - - - - + - - - - - - - + j -0.94` -0.72 -0.54 -0.36 -O.Id 0.00 0.1d 0.36 0.54 0.72 0.90 . ' AOISTURE )
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> 1 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 D.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.o0Go -1.0000 -1.0000 -0.6000 0.640Q 0.9200 0.24.00 0.4800 0.6800 0.9200 1.0000 j -0.9600 , -0.8400 -0.56D0 -0.3200 -0.0000 0.2800 0.4000 0.6000 0.8400 1.0000 -1.0000 -1.0000 -0.3600 -0.3200 0.2000 0.3200 0.5600 0.7200 0.8800 1.0000 -0.9200 -0.64.D0 -0.1600 -0.2000 0.0800 0.5200 0.6000 0.6400 0.8000 1.0000 -0.9600 -0.5600 -0..5600 0.4800 0.8000 0.8000 0.8000 0.7600 1.0000 1.0000 -1 ..0000 .-0.1200 .--0.52.00 -0.32.00 0.3200 0.3600 0.4400 0.8000 0.9600 1.0000 -0..8800 -0.8800 ' 0.1200 -0.3200 0.0400 0.4400 0.5200 1.-0000 0.9600 0..0000 -0.9200 ' -0.4000 -0.0000 . -0.3200 -0.0400 0.4800 0.4400 0.6000 0.8400 0.0000 ,0..0000'" -0.88.00 -0.6000 -0.2400 0.2400 0.20G0 0.9000 0.9200 0.8400 0..0000 0.A000 -0.9600 -0.4800 -0.32D0 0.1200 0.40.00 0.4000 0.6400 1.0000 0.0000 0.a0G00 -0.9200 -0.6000 -0.3200 -0.0400 0.6000 0.4000 0.8800 0.8800 0.0000 0.0000 -0.3600 -0.6000 -0.3200 0.5600 0.6400 0.7600 0.8400 0.8000 0.0000 0.0000 -1.0000 -0.0800 -0.2800 0.1600 0.2000 1..G0G0 0.6000 0.8800 0.0000 0.0000 -1.00G0 0.16.00 -0.3200 0.5200 0.8400 0.6400 0.9600 0.9200 0..0000. 0..000G -0.9600 -0.6000 -0.3200 0.6400 0.9200 0.8400 0.6800 0.9200 0.0000 0.0000 -0.0800 -0.4400 -0.0800 0.3600 0.7600 0.9200 0.7600 0.8400 0.0000 ~ 0.0000 -1.0000 -0.3200 -0.1600 0.7200 0.68GG 0.6800 0.7200 0.8000 0.0000 0.0000 -1..0000 -0.2000 -0.32D0 -0.0400 0.9600 0.5200 0.8400 0.9600 0.0000 0..0000 -0.1a00 -0.5600 -0.3200 -0.0000 0.7200 0.7200 0.9600 0.84,00 0.0000 ~ 0.0000 -0.9600 -0.6000 -0.1200 0.4800 0.2400 0.8800 0.8000 1.0000 0.0000 0.00GG -0.9200 -0.4000 -0.0000 -0.0400 0.2000 0.4800 0.8800 0.8800 0.0000 0.0000 -0.3200 -0.6000 0.2400 0.9600 0.1600 0.7200 0.6400 0.9600 0.0000 ~ 0.0000 0.0000 -0.5600 -0.3200 0.4000 0.2400 0.6800 0.6800 0.8800 0.0000 0.0000 0.0000 -0.44.00 0.3600 0.0400 0.2000 0.6400 0.9200 0.9200 0.0000 0.OG00 G.0000 -0.4000 -0.2800 -0.0000 1.0000 0.4b00 0.6400 0.9200" 0.0000 _~ 0.0000 0.0000 -0.1200 -0.3200 0.6800 0.5600 0.4000 0.7200 1.0000 0.0000 0.0000 0.0000 -0.6000 0.6800 0.4400 0.2800 0.4000 0.6G00 0.8000 0.0000 0.0000 0.0000 -0.5600 0.2800 0.2800 0.5600 0.4400 1.0000 0.8400 0.0000 ~ 0.0000 0.0000 0.0800 -0.0400 0.2800 0.1600 0.5600 0.7600 0.8400 0.0000 0.0000 0.0000 -0.5200 0.1200 0.8800 0.28.00 0.6000 0.8000 0.0000 0.0000 0.0000 0.0000 -0.0400 0.0800 0.1200 0.32.00 0..8800 0.6800 0.0000 0.0000 ~ 0.0000 0.0000 -0.5600 -0.3200 0.0800 0.3600 0.4400 0.6400 0.0000 0.0000 0.0000 0.0000 -0.2400 0.6000 0.7600 0.8800 0.7600 0.6000 0.0000 0.0000 0.0000 0.0000 -0.2800 -0.3200 0.1600 0.4000 0.5600 0.d400 0.0000 0.A000 ~ 0.0000• 0.0000 -0.2800 -0.2400 0.0400 0.32G0 0.8400 0.0000 0.0000 0.0000 0..0000 . 0.0000 -0.4800 -0.2800 -0.0400 0.16.00 0.4000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.60.00 0.4000 0.6000 A.4400 0.5200 0.0000 0.0000 0.0000 ~ 0..0000 0.0000 -0.2400 0.16.00 -0.A400 0.2000 0.9200 0.0000 0.0000 0._0000 0.0000 0.0000 0.0000 -0.3200 0.8400 0.8800 0.4000 0.0000 0.0000' 0..0000 0.0000 0.0000 0..0000 0.0400 0.0800 0.2000 0.6000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.3200 0.4000 10.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00,00 . 0.D000 0.4400 0.4400 0.0000 .0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.3200 -0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 ~ U.0U00 0.0000 0.0000 0.a0:00 0,.0000 0.0000 0.0000 .0.0000 0.0000 0.0000. 0.0G00 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 U.0000 0.0000 0.0000 0.0000 0.0000 0.00,00 0.0000 0.0000 0.0000 ~ 0.0000 G.0GG0 0.0000 0..0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000G ~` 0. 0000 0.GG00 0.0000 0.0G00 0.0000 0.0000 0.0000 0.0000 0.0000 j ] 50891 8390 1 ) 3 I J • ~
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~ .01F ~0~ J ~ f THE COLLAPSE COEFFICIENTS Akt( 0.4500 0.0700 -G.0B00 -0.0500 -O.D400 . 0.0100 7 50891 8403 0.3296 0.3614 0.3932 0.4249 0.4567 0.4885 0.5203 0.5520 0.5838 0.6156 -0.9000 -0.5220 -0.9000 -0.1440 0.6840 0.4140 0.6480 0.7020 0.4660 0.9000 -0.9000 -0.7200 -0.0540 0.8100 0.8100 0.5220 0.0720 0.1440 0.8280 0.8820 -0.9000 -0.6480 -0.7920 0.3420 O.d280 0.6840 -0.0360 0.8460 0.6300 0.8640 -0.8t320 -0.6660 0.1440 -0.1800 -0..1800 -0.1260 -0.0000 0.3240 0.7200 0.8460 -0.9000 -0.5040 0.72.00 -0.2160 0.4320 -0.3600 O.u280 0.5940 0.5580 0.8280 f . -0.8820 -0.8280 0.5580 -0.6480 0.1620 0.0540 0.0360 0.4500 0.4320 0.6100 -0.9000 -0.8820 -0.4500 -0.3060 -0.4320 -0.2880 :0.4500 0.3780 0.8100 0..0000 -0.8820 -0.8040 0.54.00 -0.4500 -0.3420 0.7020 0.2520 0.5220 0.7020 0.:0000 -0.8640 -0.5400 -0.2520 -0.4680 0.6660 0.1980 0.8100 0.8280 0.5400 0.0000 -0.9000 -0.6300 -0.1620 -0.6300 0.7020 0.0180 -0.1260 0.1800 0.6120 0..0000 -0.8820 -0.7740 0.1620 • 0.0540 0.7920 -0.0900 0.3780 0.1080 0.4140 0.0000 -0.8640 -0.7560 -0.6840 0. 1980 0.7200 0.1440 0.5400 0.2700 0.8460 0.0000 -0.9000 -0.8100 -0.6660 -0.7380 0.7740 0.3240 0.3060 0.2340 0.7380 0.0000 -0.8820 -0.5580 -0.7380 -0.1080 0.8460 -0.3780 0.1980 0.6120 0.4680 0.0000 -G.8o40 -0.7920 0.0180 -0.3000 0.7380 -0.2160 0.,1080 0.8640 0.7920 0.0000 -0.9000 -0.6120 -0.2880 0.2160 0.7560 0.6660 0.8460 0.6840 0.6480 0.0000 0.00D0 -0.7380 -0.8640 -0.0540 0.2340 -0.0180 0.1620 0.5040 0.5040 0.0000 ,~ 0.0000 -0.5760 -0.4680 0.7920 0.6480 0.2700 -0.0720 0.7200 0.6840 0.0000 0.0000 -0.5940 -0.8280 0.3240 -0.0360 -0.0540 0.5220 0.4320 .0.8640 0.0000 0.0000 -0.0840 0.8460 0.1260 -0.0000 -0.1800 0.6300 0.8100 0.5760 0.0000 0.OO0o -0.4680 0.0360 0.3600 -0.45G0 0.7200 0.7920 0.3960 0.5940 0.0000 0.0000 -0.7020 -0.3780 0.8280 0.0540 0.2520 0.6660 0.2160 0.4500 0.0000 0.000G -0.486G -0.1080 -0.37i30' -0.27.00 0.3420 -0.1620 0.28tl0 0.5220 0.0000 0.0000 -0.9000 -0.2100 -0.7200 0.3060 0.5040 0.8640 0.8820 0.7560 0.0000 0.0000 -0.8460 -0.3420 0.1080 0.8640 -0.2340 0.4320 0.5760 0.7740 0.0000 0.0000 ' -0.8460 -0.3960 -0.2520 0.3240 0.54.0G 0.3oG0 0.3420 0.9000 0.0000 0.0000 -0.7020 D.8640 -0.4860 0.1080 0.1080 0.3240 0.1980 0.8820 0.0000 0.0000 -0.4d60 0.7380 -0.6120 0.6300 -0.2700 .0,0900 0.5400 0.6660 0.0000 0.0000 0.0G00 0.1260 -0.6660 -0.1440 -0.1620 A.7740 0.0900 0.3960 0.0000 0.0000 0.0000 0.0000 -0.00.G0 0.4140 -0.3420 0.2160 0.7380 0.6660 0.0000 0.0000 0.0000 0.0000 -0.0180 -0.4140 0.0900 0.8Fi20 0.7920 0.4500 0.0000 0.0000 0.0000 0.0000 -0.4320 0.8820 0.4320 0.5580 0.4680 0.5220 0.0000 0.0000 0.0000 0.0000 -0.2700 -0.0720 0.7380 0.1440 0.6660 0.5940 0.0000 0.0000 0.0000 0.0000 0.7740 -0.2160 0.3960 0.4080 0.6300 .0.0000 0.0000 0.0000 0.0000 0.0000 0.0360 0.4500 0.6480 -0.1080 0.9000 0.0000 0.0000 0.0000 0.0GG0 0.0000 0.3780 -0.4680 0.2160 0.2700 0.3060 0.0000 0.000(5 0.0000 0.0000 0.0000 -0.5040 0.6120 0.1620 0.1260 0.3600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.1080 -0.3060 0.6120 0.1260 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.2340 0.7560 0.6840 0.4860 .0.0000 0.0000 0.-G0J30 a 0.0GG0 0.0000 0.0000 -0.2880 0.5580 0.9000 0.1620 0.0000 0.0000 0.0000 : 0.0000 0.0000 0.0000 0.2160 -0.0360 0.3960 0.2520 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 -0.3240 0.4860 0.5040 - 0.0000 0.0000 0.0000 U.0000 0.0000 0.0000 0.0000 0.9000 0.6300 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0900 D.7740 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.1440 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ict MfHk7 C1035
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( r 9T68 T680S 32in.LSIOY( .~ 06'0 ZL'0 45'0 9£'0 8l'0 00'0 Rt'0- 9£'0- 4S'0- ZL'0- Q6'0- +--------+---------+--------+----6---+------------ -----L+-------+----5---+-b----££+---Z-;[ I t .00_' I- I 6 L 5 4 ££ Z II 1 0000 6 5 4 £ Z I I 00 6 9 b £ Z I I 8 5 ~ £ Z I I R 5 b £ ZI I 8 0 5 £ I 6 R L 9 £ I I L £ I I 8 5 b ££ I + 8 9 9 b £+ 09'0- I L 9 £ I I 8 £I I 6 L 9 5 b £ I 6 R L 9 ti -E I 6 8 I I R L 9' S 4 I' I 6 8 L I I 6 R 9 5 4 I I L 4 I 6 6 . 9 5 + OZ'0- I 9 ti I I L 5 I I 6 6 L 9 5 I I 6 6 R L 9 4I I 6 66 R L 5 I I 66666666 R L 5 4 I R L y 8 R L I I 8 8 L 9 5 I + 9 8 9 5 + OZ'0 I 8 9 L 5 I I R8 S L 5 I I 88 99 L S• I I 98 8 . L 9 5 I I L 99 888 L 9 5 I I 8888889 L 5 I I L 9 I I L L I I L L 9 5 I +9 L L o 5 + 09•0 I ,9 LL LC 9 5 I I 9 LL LL 9 5 I I 9 LL:L LELL . 9 5 4 I 9 5 b I 5 9 9 tiI I 5 9 9 bI I S 9 9 5 4 I I 5 99 9 5 I I 5 99 999 5 I +--------+------5-+--------t-------+--------+-------+---~- -+--------- 5------+--------+ 00' l 3tiRlSIUIY SfiSN3A 3NII0;IIN 5£0(0 tl90.LH ?I L -
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0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.G000 D.0000 0.0000 0.0000 0.0000 1.0000 0.9200 -0.8d00 0.2000 0.2000 -0.16D0 -0.3600 -0.6000 -0.9000 -1.0000 ) 0.9600 0.4400 0.7600 0.4800 0.2000 -0.1200 -0.7200 -0.9600 -0.8000 -1.0000 0.9200 .0.6400 -0.5200 0.4800 0.2000 -0.0800 -0.8400 -0.5600 -0.8800 -1.0000 1.00GG 0.6000 0.84.00 0.1600 -0.28G0 -0.6000 -0.8000 -0.8000 -0.8400 -1.0000 ~ 0.e3d00 0.9600 0.8000 0.1200 0.1600 -0.9600 -0.3200 -0.6400 -0.9200 -1.GGG0 0.9600 0.0800 0.8400 -0.68D0 0.04.00 -0.4000 -0.70-00 -0.7200 -1.0000 -1.0000 0.8400 -0.1200 0.3200 -0.0000 -0.6800 -0.84.00 -0.4400 -0.7600 -0.8000 0.0000 ) 0.9200 -0.0400 0.8400 -0.2400 -0.5200 -0.0800 -0.5600 -0.6800 -0.8400 0.0000 " 1.0000 0.8800 0..6000 -0.2800 0.2000 -0.2800 -0.3200 -0.5600 -0.9200 0.0000 0.8000 0.6800 0.6800 -0.6400 0.2Q00 -0.4400 -0.9600 -0.9200 -0.8800 0..0000 j 0.8800 0.2800 0.8400 0.3600 0.2000 -0.5600 -0.4800 -1.0000 -1.0000 0.0000 0.9600 0.3200 -0.2000 0.44D0 0.2000 -0.3200 -0.4000 -0.8400 -0.8000 0.0000 0.7600 0.1600 -0.1600 -0.9200 0.2000 -0.2000 -0.5200 -0.8800 -0.8400 0.0000 ~ 0.8400 0.8400 -0.36.00 0.2400 0.2000 -1.0000 -0.6000 -0.6400 -0.9600 0.0000 0.9200 0.2000 0.8000 -0.0800 0.2000 -0.7200 -0.6800 -0.5600 -0.8000 0.0000 0.7200 . 0.7200 0.5600 0.4400 0.2000 -0.0800 -0.3200 -0.6000 -0.8800 0.0000 ~ 0.OQ00 0.4000 -0..7600 0.2t3.00 0.08.00 -0.4800 -0.6400 -0.6800 -0.9600 0.0000 0.0000 0.8000 0.2800 0.4800 0.2Q00 -0.2400 -0.8800 -0.6000 -0.84.00 0.0000 0.0000 0.7600 -0.6400- 0.4800 -0.1200 -0.5200 -0.4000 -0.7200 -0.8000 0.0000 ~ 0.0000 0.5600 0.7600 0.4000 -0.0800 -0.6800 -0.3600 -0.5600 -0.9200 0.0000 0.0000 1.0000 0.8000 0.4800 -0.7200 -0.0800 -0.3200 -0.7600 -0.8800 0.0000 0.0000 0.4800 0.4400 0.4800 -0.0400 -0.24,00 -0.3600 -0.8800 -1.0000 0.0000 ~ 0.0000 1.GG0G 0.7200 -0.1200 -0.4000 -0.2000 -1.0000 -0.8400 -0.9200 0.0000 U.0000 -0.2000 0.6400 -0.88D0 0.1200 -0.1200 -0.32G0 -0.5o00 -0.8400 0.0000 0.0000 0.0400 0.4800 0.4000 0.2000 -0.7600 -0.4400 -0.6400 -0.8000 0.0000 ~ 0.0000 -0.0000 0.4000 0.0800 0.1200 -0.12.00 -0.4800 -0.8000 -0.7600 0.0000 0.0GG0 0.5200 0.7600 -0.3200 -0.0000 -0.3600 -0.5200 -0.9200 . -0.8000 0.0000 0.0000 0.9600 0.8000 -0.6000 0.2000 -0.8000 -0.9200 -0.6800 -0.8800 0.0000 ' 0.0000 0.0000 0.13400 -0.7200 -0.2400 -0.6400 -0.3200 -1.0000 -1.0000 0.0000 0.0000 0.0000 0.0000 0.3200 0.1600 -0.9200 -0.6000 -0.6000 -0.8400 0.0000 0.0000 0.0000 0.0000 0.3200 -0.6400 -0.3600 -0.3200 -0.5600 -0.9600 0.0000 ~ 0.0000 0.0000 0.0000 -0.2000 0.2000 -0.1600 -0.4000 -0.7200 -0.9600 0.0000 0.0000 0.0000 0.0000 0.0400 -0.1600 .-0.0t300 -0.6400 -0.6000 -0.9200 0.0000 0.0000 0.0000 0.0000 0.4800 -0.3200 -0.1600 -0.4400 -0.6400 0.0000 0.0000 ) 0.0000 0.0000_ 0.0000 0.3600 0.1600 -0.0800 -0.9200 -0.5600 - 0.00G0 0.0000 0.0000- 0.0000 0.0000 0.4800 -0.76.00 -0.2800 -0.5600 -0.8000 0.0000 O.OG00 0.0000 0.0000 0.0000 -0.36.00 0.2000 -0.3200 -0.6800 -0.7600 0.0000 0.0000 0.0000 O.G000 0.0000 D.0000 -0.2000 -0.8800 -0.3600 -0.9600 0.0000 0.0000 0.0000 0.0000 0.D000 0..0000 -0.3600 -0.0800 -0.3600 -0.6800 0.0000 0.0000 0.0000 0.0000 0.0000 0.A000 -0.4400 -0.1200 -0.3200 -0.9600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0Q00 0.0800 -0.48D0 -0.4z300 -0.8400 0.0000 0.0000 0.0G00 G.G000 0.0000 0.-OG00 -0.4800 -0.1200 -0.4000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2000 -0.0800 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 -0.0000 -0.0800 0.00G0 0.0000 0.0000 0.0000 0.000G 0.0000 0.0000 0.0000 0.0000 -0.6400 0.0000 0.0000 0.0000 0.0000' 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000' 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.OO;GO . 0.0000 0.0000 0.DG00 0.0000 0.0000 0.G000 0.0000 0.0000 0.0G00 . ~ 50891 8402 I )
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MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 23 TABLE t>F RESIDUALS CASE NO. Y VALUE Y ESTIMATE RESIDUAL 50891 8447 1 -0.28000 -0.20433 -0.A75b7 2 -0.03300 -0..10867 .0.;07567 3 -0.22600 -0.15033 -0.07567 4 -0.074Q0 -0.14967 0.075.67 5 -0.06600 0.00967 -0.075.67 ) - 6 -0.01100 -0.08667 0.07567 7 -0.30700 -0.24750 -0.05950 8 -0.30300 -0.24750 -0,05550 9 , -0.16700 -0.24750 0.08050 10 -0.18500 -0.2475.0 0.06250 I1 -0.35600 -0.24750 -0.10850 12 -0.16700 -0.24750 0.08050 ) ) 7 , } j I J
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1) LOCUS OF STATIONARY POINT X 1 0.8040 X 2 -I.D4B9 ESTIMATED RESPONSE AT.STATIONARY POINT = 69.42369 CANONICAL FORM OF THE RESPONSE FUNCTION j Y -Y1) ~ ALPHAI*(Wl**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2) -69.4.23-7 -.1..786.1 -2.3874 A MIAXIMUM IS INDICATED ~ TRANSFORMATION FROM ORIGINAL To CANONICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX ) 0.8330 -0.5532 0.5532. 0.8330 D ) ) ~ 50891 8442 +ALPHA4*(W4**2 ) +ALPHA5*(W5**2) +ALPHA6*(W6**2) ) ) ) :3 ~ ~ ~
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LOCUS OF STATIONARY POINT X 1 0.1078 X 2 0.1329 j ESTI IJATED RESPONSE AT STATIONARY POINT = -0.252J 5 CANONICAL FORM (lF THE RESPONSE FUNCTION 1 Y -YO = ALPHAI*(W1**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2) .0.2521 0.2062 0.0588 A b(LNIgUM IS INDICATED "1 - TRANSFORMATION .FJ30M ORIGINAL T0. CANONICAL VARIABLES W= MZ W.HERE Z=X-XO AND M IS THE FOLL()WING MATRIX ) 0.9595 0.2817 , -0.2817 0.9595 7 a +ALPHA4*t W4**2 ) 50891 8446 +ALPHA5*(W5**2) +ALPHA6*(W6**2)
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MATRIX OF CORRELATIONS BETMfFEN INDEPENDENT VARIABLES 1 2 3 .4 5 1.000 0.000 0..000 0.000 0.000 0 0.000 0.000 1 .000 0.000 0.000 0.000 - 0.000 0.000 1.000 • 0.000 50891 8452 0.000 0.000 0.000 0.000 J.000 ) ~
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1 5 HMtIrT C 1035 THE COLLAPSE CUEFFICIENTS AHt( 5.400G -0.2300 0.9300 -0.0900 -0.3400 -0.2000 50891 8412 I 3.8o86 .4.1282 4..3878 4.6474 4.9D71 • 5.1.667 5.4263 5.6859 5.9455 6.2052 ~ 0.9000 -0.8820 0.6300 0.3960 0.1800 0.6120 0.2520 -0.0360 -0.4140 -0.4500 "~ 0.8820 0.5760 0.4500 -0.2340 0.8280 -0.7740 0.3960 -0.2340 -0.4320 -0.4860 0.8640 0.8100 -0.1260 -0.2520 -0.7380 0.5580 -0.1440 0.3600 -0.3960 -0.4680 0.8460 0.4680 -0.3060 -0.2160 -0.0000 -0.6120 0.8460 0.6660 -0.0180 -0.5040 ~ 0.9000 0.6660 . -0.3240 -0.27.00 0.3960 -0.0000 0.7560 -0.5220 -0.4500 .-0.4320 0:8280 0.7380 0.1800 -0.6300 -0.5580 0.7920 0.1620 0.3060 0.2880 -0.5220 ~ 0.0000 0.8820 -0.1080 0.1260 -0.54.00 0.1440 0.5580 -0.5040 -0.3780 -0.5400 ~ 0.0000 0.4860 -0.6300 -0.7920 0.3060 -0.9000 0.6840 0.7200 -0.4680 0.0000 0..0000 -0.9000 -0..7920 • -0.1980 -0.ti640 0.4320 0.7200 -0.7200 -0.3600 0.0000 0..0000 0.5580' 0.7020 -0.2880 0.0180' 0.7560 0.90D0 -0.2520 -0.1260 0.0000 ~ 0.0000 0.0000 -0.1440 0.4860 0.4860 0.9000 -0.5220 -0.8460 -0.7200 0.0000 0.0000 0.0000 -0.2880 -0.1800 0.5580 -0.01tt0 -0.54_00 -0.2160 -0.4860 0.0000 0.0000 0.0000 0.7740 -0.3060 O.o120 0.6660 0.6480 0.1620 -0.7020 0.0000 ) 0.0000 0.0000 -0.3420 0.2880 -0.0180 -0.5940 0.0360 0.4140 -0.1440 0.0000 0.0U00 0.0000 -0.1620 -0.1620 -0.8820 0.2520 -0.1620 0.0720 -0.3420 0.0000 0.0000 0.0000 -0.0900 -0.3240 -0.5760 0.8280 -0.d640 0.5400 -0.8280 0.0000 7 U.0000 0.0000 -0.2700 0.7020 0.2880 0.2700 -0.7380 -0.4860 -0.8460 0.0000 0.0000 0.0000 0.3420 0.5760 0.7740 0.8640 0.3240 -0.5400 0.0720 0.0000 0.0000 0.0000 -0.1800 -G.6120 0.6840 0.1620 -0.7200 0.5760 0.1980 0.0000 ~ 0.0000 0.0000 -0.2520 0.1440 0.1620 0.3420 -0.1260 0.2340 0.1260 0.0000 0.0000 0.0000 -0.1980 0.6480 0.7380 0.3000 0.0540 -0.2700 -0.5040 0.0000 0.0000 0.0000 -0.2340 -0.1440 -0.5220 0.5040 -0.5040 -0.7380 -0.3240 0.0000 ~ 0.000G 0.0000 -0.2160 -0.3420 -0.7560 -0.6300 ' 0.4500 0.0900 0.0540 0.0000 ~ 0.0000 0.0000 0.8280 0.2700 -0.7200 -0.8820 0.5040 0.4500 0.3240 0.0000 0.0000 0.0000 0.5400 0.8280 0.8040 0.0180 0.7920 -0.4680 -0.5220 0.0000 ) 0.0000 0.0000 -0.3600 -0.7740 0.1980 -0.7560 -0.5580 0.7380 0.2520 0.00G0 0. OGOG 0.0000 -0.6J20 0..7740 0.4680 0.7020 -0.1800 0.5040 D.1440 0.0000 0.0000 0..0000 -0.0720 -0.1260 0.0360 0.4860 -0.8460 -0.1980 0.2340 0.0000 J 0.00GG 0..0000 0.3240 -0.3600 -0.0360 -0.0360 -0.4860 -0.2880 -0.0360 0.0000 0.0000 0.0000 0.1980 0.1080 0.6660 -0.5760 0.6120 -0.8640 0.0000 0.0000 0. 0000 0.00,00 0.1620 -0.9000 0.5400 -0.7920 -G.iG80 -0.0540 0.0000 0.0000 ; 0.0000 0.0000 -0.3780 -0.6480 0.7200 0.4140 0.1440 -0.0180 0.0000 0.0000 0.0000 0.0000 -0.7740 0.5580 0.4140 0.1260 -0.1980 0.6120 ._0.0000 0.0000 0.0000 0.0000 0.8820 0.8640 0.6300 0.7200 0.3420 -0.5580 0.00Q0 0.0000 ) 0..0000 04000 -0.0540 -0.1080 -0.5040 -0.0540 0.0180 -0.4500 0.0000 0.0000' 0.0000 0.0000 -0.6480 -0.3780 0.7920 -0.5580 0.81D0 0.1800 0.0000 0.0000 0.0000 0.0000 0.5580 0.6300 -0.5940 -0.6480 -0.5760 0.6300 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.3780 0.8820 0.0360 0.5940 0.2520 0..0000 0.0000 0.0000 0.0000 0.0000 0.8820 0.3780 0.1800 0.4080 -0.3060 0.0000 0.0000 0.0000 i 0.0000 0.0000 0.1560 -0.0540 0.6480 -0.4680 -0.7020 0.0000 0.0000 1 0.0ob0 ; 0.0000 0.0000 0.5040 0.3240 0.5400 0.1800 -0.4320 0.0000 0.0000 U.0000 ~ 0.0000 0.0000 -0.5940 -0..8460 0.2340 -0.7020 -0.3240 0.0000 0.o0G0 0.0000 0.0000 0.0000 -0.8100 0.9oD0 -0.7380 -0.7560 -0.4140 0.0000 0.0000 3 0. 0000 0.0000 0.0000 0.4140 0.1440 0.2880 0.2700 0.0000 0.0000 0.0000 0.00GG 0.0000 0.00G0 0.0000 0.0540 0.8460 0.5220 0.0000 0.0000 0.0000 0.0000 0.0000 G.0G00 0.0000 o.D00o 0.0000 0.0000. 0.0000 0.0000 0.0000 j 0.0000 0.0000 0.0000 0.0000 o.OGOO 0.0000 0.0G00 0.0000 0.0000 0.0000 ~
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3u MfNE;M C1035 TriE CULLApSE COEFFICIEMfS ARE( - 60.0 D0 2.9800 -3.96.00 -1.5100 -2.2200 1.2or00 50891 8382 54.1888 55.6648 57.1408 58.6168 60.0928 61.5688 63.0448 o4.5208 05.9968 . 67.4728 -G.9000 -0.7380 -0.1260 0.1080 -0.5400 0.8820 -0.2880 0.0720 0.6120 0.9000 ~ -0.9000 -0.6660 -0.27.00 0.2880 -0.1620 0.5400 0.0540 0.3960 0.4680 0.8820. -0.9000 -0.7920 -.0.8100 -0.3960 0.8820 0.1800 -0.1080 0.7740 0.3600 0.8640 -0.9000 -0.6120 -0.3780 -0.3060 O.U900 0.5580 0.2700 0.7920 0.2700 0.8460 ~ -0.9000 -0.7020 -0.1980 0.18G0 D.2340 0.3780 .0.5040 0.5220 0.6300 0.8280 " -0.9000 -0.8040 -0.6480 0.81.00 . 0.3420 0.2700 0.3780 0.8100 0.1800 8100 0 -0.9000 -0.8820 -0.5U40 -0.6120 -0.0720 -0.1080 -0.0000 0.7560 0.5940 . 0.00G0 ~ -0.8820 -0.5940 -0.4860 -0.0540 -0.4500 -0.1980 0.5220 0.8280 0.1980 0.0000 -0. 8820 -0.6480 -0.o300 0.6660 -0.7380 0.8640 -0.0540 0.2160 0.4500 0.0000 -0.8820 -0.5940 -0.18.00 -0.82d0 -0.6840 0.1080 -0.1980 -0.1440 0.9000 0.0000 j -0.9000 -0.6300 -0.3600 0.6840 0.1620 -0.5940 0.1980 0.8460 0.3420 0.0000 -J . 8d20 -0.8100 0.8640 -0.5580 0.3600 -0.3960 0.3o00 0.9000 0.4860 0.0000 -G. zia2G -G.Od4G -0.7920 -0.0000 -0.4140 -0.3000 -0.1620 0.8640 0.8d20 0.0000 } -0.9000 -0.7740 0.7560 -0.6840 0.o120 0.0540 0.1260 0.2880 0.2520 0.0000 -G. i3tt2G -0.7560 0.8100 -0.0900 0.5940 0.9000 -0.3240 0.8820 0.6480 0.0000 -0.9000 -0.6300 -0.2880 -0.9000 0.9000 0.5760 0.1800 0.1440 0.8640 0.0000 ~ -0.t182G -0.7200 -0.2520 0.05.40 0.6300 -0.4320 -0.2520 0.7380 0.3780 0.0000 0.0000 -0.8460 -0.10d0 0.9000 0.5760 -0.3240 0.4860 0.5400 0.8460 0.0000 0.0000 -0.0120 -0.1440 -0.4500 -0.7920 0.8460 0.1080 0.0180 0.5760 0.0000 ~ 0.0000 -0.9000 -0.3960 0.2700 0.6480 0.5220 0.5400 0.3060 0.8280 0.0000 0.0000 -0.6d40 -0.82u0 0.3060 0.5580 0.3600 0.2880 0.7200 0.2880 0.0000 0.0000 -0.6120 -0.0900 -0.7560 0.0360 -0.5580 -0.3600 D.5040 0.6660 0.0000 ~ 0.0000 -0.0480 -0.4680 -0.5040 -0.6300 -0.1620 0.3960 -0.0900 0.d100 0.0000 0. 0000 -0.7200 -0.6660 -0.2700 -0.0180 -G.0540 .0.7920 0.3780 0.4320 0.0000 0.0000 -0.5940 -0.5220 0.7920 -0.1980 0.5940 0.8100 -0.0360 0.5040 0.0000 ~ 0. 0000- -0.8280 -0.6120 -.0.3420 -0.1260 0.8280 0.7740 0.4140 0.7920 0.00G0 0.0000 -0.8280 -0.2160 0.6480 0.2520 -0.0000 0.6280 0.1980 0.5580 0.0000 0.0000 -0.6660 -0.3420 0.1980 0.8640 0.2520 0.7560 -0.0540 0.3240 0.0000 ~ 0.0000 -0.7560 0.0000 0.0360 0..6660 -0.4680 0.2520 0.1260 0.6840 0.0000 0. OGGG -0.6300 0.0000 0.7020 0.5400 -0.2880 0.8460 0.7020 0.1620 0.0000 0.0000 -0.7740 0.0000 -0.1260 0.1440 -0.0180 -0.4140 -0.0000 0.2160 0.0000 ) 0..0000 -0.6480 0.0000 -0.7380 -0.5940 0.3960 0.7380 0.5580 0.7740 0.0000 J.0000 -0.6660 0.0000 0.0000 0.0180 0.5040 -0.0180 -0.1080 0.3960 0.0000 0. 000G -0.7020 0.0000 0.0000 0.3240 -0.2340 0.4680 0.6840 0.2340 0.0000 3 0.0000 -0.5760 0.0000 0.A000 -0.3780 0.6120 0.8640 0.4860 0.7560 0.0000. 0.0000 -0.6120 0.0000 0.0000 0.6840 0.81.00 -0.3960 0.0900 0.7020 0._0000 0.0000 -0.6120 0.0000 0.0000 0.5220 0.1980 -0.0720 0.2700 0.0000 0.0000 ~ 0.0000 -0.8460 0.0000 0.0000 0.3780 0.0360 0.5580 0.2340 0.0000 0.0000 U.AU00 a -0.8100 0.0000 0.00.00 -0.0360 0.1260 0.7200 0.0540 0.0000 0.0000 0.OGb0 : 0.0000 0.0000 0.0000 -0.2340 -0.0720 0.3420 0.5760 0.0000 0.0000 ~ 0.0000 ~ G.G000 G..00G0 0.0000 -0.4800 0.2880 -0.1440' 0.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.5040 0.6300 0.0720 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 U.0000 0.5040 0.7920 -0.3780 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.2340 0.0000 0.0000 0.0000 0.0000 0.G000 0.0000 0.0000 0.0000 .0.0000 0.7020 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0. 0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 .0.0000 0.00G0 1
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LOCUS OF STATIONARY POINT 1 X 1 0.1171 X 2 1.6343 ) ESTIMATED RESPONSE AT STATIONARY POINT = 5.6.94502 "1 50891 8438 CA.NONICAL .FnRM OF THE RESPONSE FUNCTION ~ Y -YO = ALPHAI*(Wl**2) -+ALPHA2*(W2**2 ) +ALPHA3*(W3**2) +ALPHA4*(W4**2), +ALPHA5*(W5**2). +ALPHA6*.(W6**2) -5.6.9450 1.4210 -2.3745 A.SADDLE POINT IS INDICATED ~ I „ TRANSF.ORAtATION FROM ORIGINAL T.O CANONICAL YARIA.BLES .W = MZ Y(HERE Z=X-X.O AND.M IS ThIE FOLLOIYING MATRIX ~ -0.2027 0.9792 0.9792 0.2027 ~ ~ j I ) 3 J
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLFS VARIABLE I 2 3 4 5 I 1' 1.000 0.000 0.000 0.000 .0.000 2 0. 000 1.000 0.000 0.000 0.000 3 0.000 0.000 1.000 0.000 0.000 50891 8440 ~ 4 0.000 0.000 0.000 1.000 D.A00 5 0. 000 0.000 0.000 0.000 1•000 I ) 9 3 i 0 ) 'D , ) ~ . . - • .
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I 8 RpNAiY C 1035 NICOTINE VERSUS MOISTURE ) 1.A0 0---y---+-8------ 7+-------+----5----+--------+----3----+-------2---------+--------+--- 111111 0 9 5 4 3 2 1 0 9 t3 7 5 • 4 3 " 22 1 50891 8428 .~ I 9 8 6 4 33 22 I 9 7 4 33 I 9 5 4 33 I I I I 9 7 4 333333333 333333 1 .9 8 7 6 5 4 I I 9 8 5 44 I I 7 5 44 I 0.60 + 9 7 6 5 444444444444444 + I 9 t3 7 5 I ) I li 7 5 I 1 9 8 7 6 55 55 I 9 8 7 5 5 5 5 I I 8 7 55555 5555 I N I 8 6 I I I 7 6 I C -1 I d 7 6 I O 0 20 I + 8 7 7 6 6 I T ~ . I 8 7 6 6 + I I N I 8 7 6 7 1 E I tt 7 b 6 • I ) I8 7 6 6 7 I ~ 6 7 6 6 7 I L 7 b 6 7 I I I 7 6 6 7 8 I 7 6 0 7 8 I I b 6 7 8 I -0.20 + 6 0 7 8 + 1 0 6 7 d 1 I 6 7 8 I I 6 6 8 I ) I 7 8 9 I 8 91 I 6 7 8 9 1 I 5 55 555 7 8 9 1 1 55 55 7 8 I 1 5 6 8 9 I -0.60 + 5 8 + I 5 7 9 I ) I 4 44 4 444 5 6 7 8 I 1 44 7 8 9 1 1 44 5 8 9 I I 4 6 8 9 I I 3333 4 5 7 it I I 33 4 5 I D 1 I 2222 33 4 7 0 2 33 4 6 8 0 -1 .'OOr +--t------+--------22--------t---°---3-------+---------+-- +-----~~ 5----- 7-----ti-+---- 0 -0.90 -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 MOISTURE '=~
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29 THERM L1035 ~ ~ y THE COLLAPSE COEFFICIENTS ARE( 6o.1i50G 2.5900 -4.1800 -0.5 -1.9700 -2.2G00 50891 8385 I 50.3783 57.8275 59.2767 60.7258 62.1750 63.6242 65.0734 66.5225 67.9717 69.4209 ~ - -0.9000 -0«6120 -0.2160 -0.4320 -0.7380 -0.5220 -0.3420 0.3780 0.5580 0.8100 ~ -0..8820 -b.6840 -0.3240 -0.0360 -0.8o40 -0.7380 -0.2520 0.1440 0.1440 0.7.920 -0.8640 -0.8640 -0.4140 -0.1620 0.8460 -0.6300 0.7740 -0.3780 0.8280 0.7740 -0.8460 -0.bIG0 -0.9000 -0.8100 -0.7740 -0.1980 -0.5040 0.0720 0.1080 0.8280 j -0.9000 -0.7380 -0.7560 -0.27D0 -0.7020 -0.4320 -0.0720 -0.2700 0.3960 0.7560 -0:8ti20 -0.7560 -0.6300 0.1260 0.2520 0.9000 0.4500 -0.4140 0.0720 0.8460 ~ 0..0000 -0.6660 -0.5760 -0.5040 0.2700 0.2700 -0.6480 -0.1800 -0.0540 0.7380 ~ 0.0000 0.0000 -0.7020 -0.7200 -0.5220 -0.5940 -0.1980 -0.4140 0.8100 0.8640 0.0000 0..0000 -0.5040 0.1440 0.0720 -0.0180 -0.6840 -0.3960 0.3060 0.7200 0.0000 0.0000 -0.8460 -0.3600 -0.0720 -0.5580 -0.45.00 0.2340 -0.0000 0.0000 ~ 0.0000 U.0000 -0.8100 -0.8460 0.ci280 0.0900 0.4320 -0.4140 0.5760 0.0000 0.0000 D.00G0 -0.4860 -0.5580 -0.4680 -0.8640 -0.4140 -0.0540 0.5400 0.0000 0.0000 0.0000 -0.5580 -0.7740 -0.2520 -0.9000 0.7560 -0.0000 -0.0180 0.0000 ) 0.0000 0.0000 -0.2340 -0.8820 0.0540 -0.2700 -0.1440 -0.1440 0.8460 0.0000 0.0000 0.0000 -0.1980 0.9000 -0.6120 -0.3240 0.2340 0.9000 -0.0360 0.0000 0.000Q 0.0000 -0.3060 0.5220 -0.1620 0.2520 -0.3780 -0.2880 0.0180 0.0000 ~ 0.0000 0.0000 0.0000 0.5400 -0.3960 0.8820 -D.0000 0.3960 0.4140 0.0000 0.0000 0.0000 0.0000 0.5040 0.8640 -0.8820 0.1080 0.2520 0.7920 0.0000 0.0000 0.0000 0.0000 -0.0540 -0.3420 -0.8460 -0.6660 -0.2160 -0.0540 0.0000 ~ 0.0000 0.0000 0.0000 0.5580 -0.5760 -0.3780 0.7920 -0.3600 0.2520 0.0000 0.0000 0.0000 0.0000 0.4860 -0.1800 -0.6840 0.4680 0.3600 0.5940 0.0000 0.0000 0.0000 0.0000 -0.6.660 -0.8100 0.1080 -0.5940 -G.0900 0.1980 0.0000 ) 0.G000 0.0000 0.0000 0.1080 -0.6660 -0.1.080 0.2160 -0.4140 0.2340 0.0000 0.0000 0.0000 0.0000 -0.6300 0.2880 -0.1260 -0.5760 -0.2340 0.1800 0.0000 0.0000 0.0000 0.0000 0.5760 -0.0540 -0.7560 0.7380 -0.4140 0.0540 0.0000 ~ 0.0000 0.0000 0.0000 0.1o20 0.2340 -0.4860 0.4140 -0.3060 0.3240 0.0000 0.0000 0.0000 G.0000 0.4680 0.8100 0.2880 -0.6120 -0.4140 0.5220 0.0000 0.0000 0.0000 0.0000 -0.6120 -0.3240 -0.7200 -0.6840 -0.4140 -0.0540 0.0000 ~ 0.0000 0.0000 0.0000 -0.3420 -0.2700 -0.6660 0.A900 0.8820 0.7740 0.0000 0.0000 0.0000 0.0000 -0.0180 -0.8280 -0.0360 0.4860 -0.3420 -0.0360 0.0000 0.0000 0.0000 0.0000 -0.2520 -0.4140 0.8640 -0.3060 -0.1080 0.6120 0.0000 ~ 0.0000 0.0000 0.0000 -0.1800 0.U900 -0..8280 -0.6840 -0.3960 -0.0540 0.00GG 0.OG00 0.G0G0 0.0000 0.5940 -0.8820 0.2340 0.7200 0.0540 0.do40 0.0000 G.0000 0.0000 D.0000 0.4500 0.3060 -0.9000 0.8100 0.0180 0.7560 0.0000 ) 0.0000 0.0000 0.0000 -0.6840 0.8ti20 -0.7740 -0.5580 0.1620 0.6300 0.0000_ 0.0000 0.0000 0.0000 0.6120 0.7920 0.0720 0.0180 0.4140 0.3780 0.0000 0.0000 0.0000 0.00.00 0.4320 -0.5580 -0.2520 0.5040 -0.3240 -0.0540 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.2160 -0.8100 0.3960 -0.4140 0.0360 0.0000 ' 0.0000 0.0000 0.0000 0.00D0 -0.4500 0.3060 0.7020 0.1260 -0.0540 0.0000 0.-0GOQ i 0.0000 0.0000 0.0000 0.0360 -0.4080 -0.5220 -G.0360 0.7380 0.0000 ~ 0.0000 , 0.0000 0.0000 0.0000 -0.0900 -0.3960 -0.0300 -0.3420 -0.0720 0.0000 0.0000 y 0.0000 0.0000 0..0000 -0.6480 , 0.0000 -0.6300 0.2100 -0.0720 0.0000 0.G000 0.0000 0.0000 0.0000 -0.9000 0.0000 -0.6660 0.3420 0.6480 0.0000 ' 3 0.0000 0.0000 0.0000 G..0000 -0.8460 0.0000 0.2520 -0.2520 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6300 0.0000 -0.7020 -0.3240 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00.00 -0.4800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00D0 0.0000 A.0000 -0.7020 0.0000 0.0000 0.G000 D J ~
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MATRIX OF CORRELATIONS BETWFEN INDFPENDENT VARIABLES VARIABLE 1 2 3 4 5 I 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 0 000 0 000 3 0. 000 0.000 •1.000 . 0.000 . 0.000 50891 8448 -d 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 . 0.000 1.000 } 3 ) 7
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LOCUS OF STATIONARY POINT X 1 0.6487 X 2 0.6972 ESTIMATED RESPONSE AT STATIONARY POINT = -0.035-41 I 50891 8454 CANONICAL FORM OF THE RESPONSE FUNCTION Y -YO = ALPHAI*(Y((**2)• +ALPHA2*(W2**2) +ALPHA3*(W3**2) +ALPHA4*(W4**2) +ALPHAS*(W5**2) +ALPHA6*(W6**2) 0.0354 0.0886 -0.0309 A SADDLE,POINT IS INDICATED TR.ANSFORMATIDN FROM ORIGINAL TO.CANONICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX 0.7865 -0.6176 0.6-176 .0.7865
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11 THER7 C1035 TNE COLLAPSE COEFFICIENTS ARt( 0.5600 0.0600 -0.1200 -0.D500 0.0100 -0..0200 50891 8406 0.4175 0.4564 0.4952 0.5340 0.5729 A.6117 0.6506 0.6894 , 0.7283 0.7671 -0.54.00 0.2340 -0.7740 -0.6120 A.3780 0.1980 0.7200 0.8280 0.7020 0.9000 -0.4680 -0.6660 0.2520 -0.7920 -0.0180 -0.3240 0.3240 0.7200 0.8820 0.8820 -0.4500 -0.0360 0.5940 -0.3060 0.6660 0.6840 0.5940 0.7740 0.6660 0.8640 -0.5220 -0.6480 -0.6480 0.6840 0.0540 0.0360 0.2340 0.4860 0.7920 0.9000 ) -0.4d60 -0.3240 -0.0720 -0.4680 -0.2700 -0.1080 0.0720 0.6660 0.63G0 0.8460 -0.5040 0.4360 0.7740 -0.2160 -0.3240 -0.0180 0.0360 0.8820 0.8280 0.8820 t . -0.5580 -0.3420 -0.3780 0.3060 0.4680 -0.4320 0.1080 0.5760 0.5940 0.0000 ~ -0.4320 0.7380 0..0900 -0.7380 -0.7380 0.3240 0.5400 0.5220 0.7380 0.0000 -0.5760 -0.0540 -0.5220 -0.1260 -0.4680 -0.1440 0.3780 0.3240 0.7560 0.0000 -O . 4,1 40 -0.6d40 -0.2340 -0.8460 0.1260 0.1440 0.7920 0.3600 0.8460 0.0000 -0.5940 0.5040 -0.9000 -0.5400 -0.6840 0.8460 -0..0900 0.2880 0.5760 0.0000 -0.3900 0.75o0 0.4140 0.4320 0.2880 0.0900 -0.0540 0.6120 0.6120 0.0000 -0.6120 0.2160 -0.8820 0.5580 -0.0900 0.2520 -0.G000 0.3960 0.OG00 0.0000 -0.6300 -0.6300 -0.5040 -0.0180 0.8820 0.4500 0.1440 0.4500 0.0000 0.0000 0.0000 -0.3060 -0.2160 -0.3960 0.7740 -0.4140 0.4860 0.2700 0.G0G0 0.0000 0.0000 -0.3o00 0.4320 0.1.960 -0.6480 0.5220 O.ts640 0.2520 0.0000 0.0000 1 0.0000 -0.0180 -0.3o00 -D.6840 -0.5040 -0-36.00 0.4320 0.6300 0.0000 0.0000 0.0000 0.2520 0.0720 0.0900 -0«2160 -0.3780 0.2700 0.4320 0.0000 0.0000 0.0000 -0.7020 -0.6660 .0.8280 -0.8280 -0.2880 0.6480 0.4140 0.0000 0.0000 ~ 0.0000 -0.6120 -0.7920 0.0720 -0.8460 0.3780 0.1980 0.3060 0.0000 0.0000 0.0000 -0.0720 -0.0900 -0.3820 -0.3780 -0.1t300 0.6660 0.5400 0.0000 0.0000 0.0000 0.4680 -D.7560 -0.9000 -0.7560 -0.0540 -0.0360 0.9000 0.0000 0.0000 ) 0.0000 -0.7200 -G.o300 0.8100 -0.1440 0.7560 0.1800 0.3780 0.0000 0.0000 0.0000 0.7200 0.2340 -0.6660 -0.8100 0.6120 0.2880 0.3420 0.0000 0.0000 0.0Q00 -0.3780 -0.3960 0.1800 -J.8640 0.7740 0.8460 0.5580 0.0000 0.0000 ~ 0.00010 -0.2880 -0.0540 -0.3780 0.5580 .0.5940 -0.0180 0.0840 0..00G0 0.0000 0. 0000 ' 0.1980 0.7560 -0.0360 -0.4140 -0.2520 0.4680 0.7560 0.0000 0.0000 0.0000 0.5220 0.6120 0.5400 0.2160 0.3960 0.4140 0.4680 0.0000 0.00G0 ~ 0.0000 -0.5940 0.2700 0.4140 -0.6120 -0.2160 0.7740 0.7020 0.0000 0.0000 0..0000 -0.0000 0.5760 -0.1080 -0.5400 -0.4500 0.1620 0.6460 0.0000 0.0000 0. 0000 0.7740 -0.5400 -0.55d0 0..1980 -0.2340 0.5220 0.8100 0.0000 0.0000 ~ 0.0000 -0.7380 0.1080 0.3240 -0.5760 -0.0720 0.3o00 0.7380 0.0000 0.0000 0.0000 0.2700 -0.2520 -0.2340 0.5760 -0.2700 0.0180 0.0000 0.0000 0.0000 0.0000 -0.0900 0.7920 -0.4ts60 -0.7020 0.5400 0.6120 0.0000 0.0000 0.0000 ~ 0.0000 U.0000 -0.tso40 0.0000 -0.5940 -0.19a0 0.7380 0.0000 0.0000 0.00d0 0.0000 0.0000 0.0000 O..GOGO -0.7920 0.4680 -0.0720 0.0000 0.0000 0.0000• 0.0000 G.0000 0.0000 0.0000 -0.1620 0.2700 -0.0720 0.0000 0.OG0G 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 -0.5580 0.8o40 0.1260 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.4320 -0.4680 0.0G00 0.0000 0.0000 0.0000 0..G000 . 0.0000 0.0000 0.0000 -0.7200 0.3060 0.0000 0.0000 0.0000 0.0000 ~ 0. 00b0 : 0.0000 0.0000 0.0000 0.OOG0 0.0720 0.0000 0.0000 0.0000 0.0000 0.0000 i 0.0000 0.0000 0.0000 U.0000 -0.3060 0.0000 0.0000 0.0000 0.0000 0.0000 • 0.G000 0.0000 .0.0000 0.0000 0.1260 0.0000 0.0000 0.0000 0.0000 0.0000 0.00,00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ o.GGOo 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 000G 0 0.0000 0.OGG0 0.0G00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 7 . ~ 7 ) J
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MATRIX OF CORRELATIONS BETwEEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 ) 1 2 1.000 0.000 0.000 1.000 0.000 0.000 0.000 0.000 0.000 0.000 508g,1 8456 3 0.000 0..000 -1.000 0..000 0.000 ~ 4 ' 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 f ~ ~ ~ 3 1 ~ ~ ~ ) I ,3 3 t ~ ) ~J
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MULTIPLE REGRESSION..... C1035.DAT SELECTIUN..... 21 TABLE OF RESIDUALS 1 CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 -0.04300 0..00683 -0.04983 2 0.02200 -0.02783 0.04983 ~ 3 -0.03200 0.01783 -0.04983 .4 -0.05300 -0.10283 0.04983 5 -0.17600 -0.12617 -0.04983 ~ 6 0.07900 0.02917 0..04983 7 -0.09100 -0.06267 -0.02833 8 0.02200 -0.06267 0.08467 ~ 9 -0.0440D -0.06267 0.01867 ~• 10 -0.13000 -0.06267 -0.06733 lI 0.0110:0 -0.06267 0.07367 j .12 -0.14400 -0.06267 -0.08133 j 50891 5455 1 ) ) a ) D ~ J
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'N ~ •I I ) , ~ ,} -1 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 • 0.0000 0.0000 0.00G0 0.0000 0.0000 . 50891 8408 1.0000 0.8000 0.5600 0.2800 ~ 0.0400 0«0400 -0.4000 -0.4400 -0.8000 -1.0000 _-_..... . 1 ..0000 ' 0.8400 0.7200 0.2800 0.D800 0.4800 --0.4400 -0.5600 -0.8000 -1.0000 1 ..0000 0.8800 _ 0.7600 0.4800 0.0400 -0.2000 -0.4800 -0.1600 -0.6800 -1.0000 1.0000 1.0000 0.5200 0.6400 0.4000 0.72.00 -0.2400 -0.7200 -1.0000 -1.0000 1.•0000 0.9000 0.5200 0.3200 0.6800 0.9200 -0.4400 -0.7600 -0.8800 -1.0000 ~ 1.0000 - . 0.7600 . ,0.5200 0.68D0 0.3600 -0.1600 0.2000 -0.6000 -1.0000 -1.0000 '1.00001. ~ 0.9200 • 4'`0.5200 0.3600 _ 0.1600 -0.1600 -0.3600 -0.4000 -0.7600 0.0000 I.'.;0000 t"i , i 0.7600-'>- ''0.5200 1.0000 0.2800- -0.2400 -0.4800 -0.4800 -0.8400 0.0000 ~ P.°OGOO;iN- ~ 0.7600, 1.0000 0.4000 0.4400 -0.24.00 0.4000 -0.7600 -0.9200 0.0000 1.0000 :0.7600 0.6000 0.8800 0.0400 0.2000 0.2400 -0.7600 -0.6400 0.0000 i .~0000 ' 0.7600- 0.5200 0.52D0 0.0400 -0.2400 -0.4000 -0.2800 -0.7200 0.0000 1.0000 0.7600 0.8400 0.28.00 0.1200 -0.2000 0.0400 -0.7200 -0.9200 0.0000 1.0000 0.7600 0.8000 0.28.00 0.5600 -0.2400 -0.0800 -0.6000 -0.9600 -0.0000 1 ..U000 0.8000 0.5200 0.2800 0.2000 0.76D0 -0.4800 -0.6800 -0.9600 0.0000 0.9600 0.8000 0.6400 0.2800 0 0.0400 0.52.00 .-0.0400 -0.7600 -1.0000 0.0000 0.0000 0.7600 0.6800 0.8000 0.0400 -0.20G0 0.3600 -0.6400 -0.8800 0.0000 0.0000 0.8400 0.5200 0.6000 0.7200 0.32D0 0.2800 -0.6800 -0.9600 0.0000 0.0000 0.7600 0.5600 0.4400 0.1200 -0.2400 -0.4800 -0.6400 -1.0000 0.0000 0..0000 0.8800 0.5200 0.2800 0.5200 -0.24.00 0.3200 -0.7200 -0.9600 0.0000 0.0000 0.9200 0.5200 0.2800 0.0800 0.2400 -0.2000 -0.1200 -0.8400 0.0000 ) 0.0000 0.8400 0.6000 0.7200 0.3200 0.6800 -0.4800 -0.7600 -0.9200 0.0000 0. 0000 0.7600 0.5200 0.2800 0.6000 -0..0800 0.1600 -0.3600 -0.8800 0.0000 O.OGGO 0.9600 0.6400 0.2800 0.2400 -0.2400 -0.2800 -0.7600 -0.9200 0.0000 ~ 0.0000 0.8000 0.5200 0.3200 0.0800 -0.2400 -0.3200 -0.6800 -0.8400 0.0000 0.0000 0.8000 0.5o00 0.2800 0.04.00 -0.1200 0.0800 -0.7200 0.0000 0.0000 0. 00G0 0.7600 0.9000 0.2800 0.24.00 0.4400 -0.48A0 -0.5200 0.0000 0..0000 0.0000 0.8800 0.8800 0.2800 0.0400 0.560G -0.3600 -0.6800 0.0000 0.OG00 0.0000 1.0000 0.6800 0.2800 0.4800 0.0800 -0.1200 -0.7600 0.0000 0.0000 0.0000 0.7600 0.5200 0.96A0 0.08D0 -0.2000 -0.44.00 -0.2000 0.0000 0.0000 ~ 0.OGG0 0.9200 0.9200 0.2800 0.2000 -0.0400 -0.4400 -0.6400 0.0000 0.0000 0.0000 0.8400 0.5200 0.2800 0.0400 -0.1200 -0.4000 0.0000 0.0000 0.0000 0.0000 0.9600 0.56D0 0.5600 0.o400 0.6400 -0.3200 0.0000 0.0000 0.0000 0.000G 0.8000 0.9200 0..2800 0.1600 0.3600 -0.1600 0.0000 0.0000 0.0000 0.O0D0 0.G000 0.5200 0.28.00 0.0400 -0.2400 D.0000 0.0000 0.0000 0.0000 0.0000• 0.-0000 0.88.00 0.3600 0.7600 -0.2400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.5200 0.3200 0.0400 -0.1600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2800 0.3200 0..0000 0.0000 .0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2800 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 O..OOGO 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 A.0000 0.0000 0.0000 0.00GG 0.0000 0.0000 0.0000 0.0000 0.0000 - 0.0000 0.0000 0.0000 0.0000 0.0000 0. 00GG G.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.13000 0.0000- 0.0000 0.0000 0.0000 0.0000 0.000(7. 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0GG0- 0.0000 10.0000 0.D000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.OGOO 0.0000 0.0000 0..0000 0.0000 0.9000 o.-0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 i 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ) J
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0.0000 0.0000 0.0000 0.OG00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 A.0000 0.0000 1 50891 -1.0000 1.0000 -0.9200 -0.08.00 0.04.00 -0.4400 -0.96.00 -0.8000 -0.8800 -1.0000 `- --.._.. j -0.9000 -0.8000 -0.9600 0.8800 -0.9600 -0.2400 -0.6800 -0.6400 -0.8400 -1.0000 -0.9200 -0.4400 0.1600 -1.0000 -0.0800 -0.2000 -0.7600 -0.6000 -0.8000 -1.0000 -1.0000 -0.9600 -1..0000 0.3200 -0.0000 -0.5600 -0.4000 -0.7200 -0.9600 -0.9600 j -0.8800 0.9600 -0.8800 0.9600 -0.7200 -0.6000 -0.8000 -1.0000 -0.9200 -1.0000 -0.9000 -0.5600 .0.60001._ 0.7600 -0.1600 -0.6800 -0.8800 -0.6800 -1.0000 -0.9600 0.0000 -0.4800 . -0.0400 -0.4400 -0.0400 ' -0.7200 -0.7200 -0.8400 -1.0000 0.0000 ~ 0..0000 0.9200 -0.1200- 0.7200 -0.3200 -0.36.00 -0.4800 -0.7600 -0.9200 0.0000 0.0000 -0.9200 0.1200 0.6400 -0.2800 -0.3200 -0.60A0 -0.9200 0.0000 0.0000 0.0000 -0.7200 0.6800 0.36.00 0.0400 -0.4800 -0.4400 -0.6800 0..0000 0.0000 j 0.0000 -0.4000 -0.5200 -0.7200 0.0400E -0.2000 -0.6400 -0.8800- 0.0000' 0-0000 0..0000 0.8400 -0.8400 . -0.3200 -0.3600 -0.9200 -0.5200 -0.7600 0.0000 0.0000 0.0000 -0.6400 0.8800 -0.2000 -0.1200 -0.28.00 -0.5o00 -0.7200 0.0000 0.0000 ~ 0.0000 -0.6000 0.0800 0.3600 -0.8400 -0.8800 . -0.4400 -0.9600 .0.0000 0.0000 ~: 0..0000 -0.6800 -0.0800 0.6800 -0.5200 -0.5200 -1.0000 -0.6000 0.0000 0.0000 0.0000 0.8800 -0.4000 0.3200 -0.4800 -0.2800 -0.4000 -0.9600 0.0000 0.0000 ~ 0.0000 0.8800 0.6400 0.3600 -0.0000 -0.96•00 -0.56.00 -0.8400 ' 0.0000 0.0000 0.0000 0.8400 -0.1600 0.6400 -0.5600 -0.8400 -0.5200 -0.8800 . 0.0000 0.0000 0.0000 -0.3600 -•0.0000 0.3600 -0.0400 -0.4000 -0.4800 -0.9200 0.0000 0.0000 j 0.0000 -0.3200 0.56A0 0.16.00 -0.2000 -0.24A0 -0.9200 -0.6400 0.0000 0.0000 0..0000 -0.8400 0.8400 0.28G0 -0.4400 -0.3200 -0.8400 -0.6400 0.0000 0.0000 0.0000 0.9200 -0.8000 0.24.00 -0.7600 -0.4000 -0.8400 -1.0000 0.0000 0.0000 j 0.0000 -1.0000 0.7600 0.8000 -0.2400 -0.64D0 -0.6000 -0.8000 0.0000 0.0000 0.0000 -0.5200 0.9600 0.1200 -0.1200 -0.36D0 -0.4000 -0.8000 0.0000 0.0000 0.0000 0.9000 0.9200 -0.0000 -0.8800 -1.0000 -0.6400 -0.7200 0.0000 0.0000 ~ 0.0000 -0.7600 -0.2800 0.3200 -0.0000 -0.8000 -0.9200 -0.6800 0.0000 0.0000 0.0000 -0.5200 -0.2400 0.6800 -0.2000 -0.20.00 -0.4400 -0.6800 0.0000 0.0000 0.0000 -0.3200 0.2000 0.4000 0.0400 -0.76D0 -0.4800 -0.6000 0.0000 0.0000 ~ 0.0000 -0.8t3.00 -0.5000 0.60G0 0.0400 -0.1600 -0.7200 -0.7600 0.0000 0.0000 0.0000 -0.3600 -0.7600 0.6000 -0.6800 -0.2400 -0.6800 -0.7200 0.0000 0.0000 0.0000 0.0000 0.8000 0.0000 -0.2400 -0.4800 -0.4000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.7200 0.0000 -0.6000 -0.5200 -1.0000 0.0000 0.0000 0.0000 G.0G00 0.0000 1.0000 0.0000 -0.0800 -0.2000 -0.5200 0.0000 A.0000 0.0000 0.0000 0.0000 0.7200 0.0000 -0.4000 -0.6400 -0.7600 0.0000 0.0000 0.0000 j 0..0000• 0.0000 -0.3200 0.A000 -0.0800 -0.7600 -0.8000 0.0000 0.0000 0.0000 0.0000 0.4000 -0.3000 G..0000 -0.4000 -0.44D0 -0.4400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0400 0..0000 -0.,0400 -0.8000 -0.6800 . 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.8000 0.0000 -0.1600 -0.2800 -0.6000 0.0000 . 0.0000 O.D000 0.0000 0.0000 -0.4800 0..0000 -0.00:00 -0.2400 -0.8800 0.0000 0.0000 0.0000 0.0000 0.0000 0.5600 G.A000 0..0400 -0.4400 -0.6400 0.0000 0.0000 0..0000 ~ 0.0000 0.0000 0.2000 0.0000 0.0400 -0.5600 -0.5600 0.0000 0.0000 0.0000 0.0000 0.00.00 -0.7200 0.0000 -0.2800 -0.2800 -0.7600 0.0000 0.0000 0.0000 0.0000 0.G000 0.0000 0.0000 -0.6400 -0.6000 0. 0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 -.0.3200 0.0000 0.0000 0.0000 0.000Q 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000- 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 D.0000 0.0000 0.0000 0.0000 0.0000 0.OQ00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 i 0.0000 ` 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ ~ j
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24 ll rOF3A C 1035 1NE COLLAPSE COEFFICIENTS ARE( -0.1000 0.0200 -0..0100 -0.2600 -0.1400 0.0200 ~ -0.4354 -0.3794 -0.3234 -0.2674 -0.2114 -0.1554 -0.0994 -0.0434 0.0126 0.0686 -0. 9000 -0.8460 0.8280 -0.7200 -0.7920 0.8460 -0.0540 0.1260 0.9000 0.9000 ) -0.9000 -0.7920 0.7380 -0.7020 0.4860 -0.5940 -0.1260 0.2880 -0.9000 0.8820 -0 . 8t320 0.8o40 -0.7380 0.5580 -0.5040 0.4140 -0.1080 -0.2700 -0.8100 0.8640 -0.9000 0.8620 0.81.00 -0.7380 0.7200 -0.7920 -0.0540 0.1980 0.3600 0.8460 ) 0.9000 -0.8640 0.7200 -0.6840 0.5940 -0.6660 -0.2520 0.2520 -0.8280 0.8280 -0.8820 0.8460 0.7560 0.7560 0.4500 -0.3060 -0.0900 0.4140 -0.8820 0.8100 0..0G00 0.9000 0.7920 0.5940 -0.6840 0.3420 0.0360 -0.7920 0.7380 0.0000 ~ 0.,0000 -0.8280 0.8460 -0.9000 -0.4320 -0.3600 0.09.00 -0.4680 0.7200 0.0000 0.00510 -0.8820 0.7740 0.6120 0.6120 -0.5040 -0.0180 0.3420 0.3960 0.0000 0.0000 0.0000 -0.7020 -0.7560 -0.5940 -0.2880 0.0540 0.7740 -0.8460 0.0000 ) 0.0000 0.0000 -0.6840 0.7380 0.6660 -0.6300 -0.0000 0.7560 -0.8640 0.0000 0.0000 0.0000 -0.7200 -0.6.120 -0.5760 -0.2700 0.1080 -0.3420 -0.7920 0.0000 0.0000 G.00G0 -0.7560 -0.8460 0.5040 -0.2700 -0.5040 -0.4860 0.8820 0.01000 ~ 0.0000 0.0000 0.7020 -0.8280 0.8460 0.7020 0.7020 0.1440 0.4860 0.00G0 0.0000 0.0000 -0.d280 0.8280 0.8.100 0.9000 -0.0180 -0.8100 0.7560 0.0000 0.0000 0.0000 -0.8100 -0.5940 -0.6120 0.4860 -0.1440 0.4320 . 0.4320 0.0000 ~ 0.0C0G 0..0000 0.9000 -0.630G -0.5580 -0.7020 0.0180 -0.3960 .0.5580 0.0000 0 0.0000 G..G00G -0.8460 -0.6660 0.8820 0.2520 -ci.0360 0.18G0 0.8640 0.00G0 0.0000 0.0000 -0.7.920 -0.5580 -0.b280 0.3960 0.0720 -0.3780 -0.7740 0.0000 j 0.0000 U.0000 0.8640 0.8100 -0.,7380 -0.5580 0.2160 0.2160 0.7020 0.0000 0.0000 0.0000 -0.90D0 0.8820 0.4140 0.5220 -0.3420 0.1620 0.5760 0.0000 0.00GG G.G0G0 -0.d640 0.8640 0.5760 0.3000 -0.0720 -0.3060 0.7740 0.0000 _~ 0.0000 0.0000 -.0.7740 -0.7740 -0.4500 0.6660 -0.0900 -0.7740 0.8460 0.0000 0.0000 G.G0G0 -0.7740 0.63.00 -0.4860 0.3240 -0.0000 0.3240 0.7920 0.0000 0.0000 0.0000 --0.6840 0.72D0 -0.7020 0.3060 -0.0360 -0.4500 0.8280 0.0000 ~ 0.0000- 0.0000 0.6840 -0.5760 -0.5220 0.2700 0.0360 0.1080 0.8100 0.0000 0.0000 0.0000 -0.8820 -0.8820 -0.4680 0.3.780 -0.0720 0.3960 -0.7560 0.0000 0.0000 G.G000 -0.7200 -0.5760 0.5220 0.4320 0.3780 -0.2520 0.6840 0.0000 3 0.0000 0..0000 -0.7020 0.7740 -0.7560 0.7920 0.0000 0.7380 0.5040 0.0000 0.0000 0.0000 -0.8820 - -0.6480 -0.4140 -0.4140 0.0000 -0.2160 -0.7380 0.0000 0.0000 0.0000 0.0000 0.5760 0.6840 -0.4320 0.0000 -0.5040 0.4500 0.0G00 J 0.0000 0.0000 0.0000 -0.5580 ' 0.7740 0.2520 0.0000 -0.3240 0.0000 0.0000 0.0000 0.0000 0.0000 0.5760 0.4680 -0.3240 0.0000 0.7920 0.0000 0.00G0 0.0000 0.0000 0.0000 0.6480 0.5580 -0.4860 0.0000 -0.2880 0.0000 0.0000 ~ 0.0000 0.0000 0.-0000 0.,7020 0.5400 -0.3960 0.0000 0.4500 0.0000 0.00G0 0.0000 0.0000 0.0000 -0.8100 0.4320 -0.2880 0.0000 -0.8280 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6480 -D.4500 0.2880 D.0000 0.9000 0.0000 0.0000 ~ 0.0000 0.0000 0.00D0 0.6660 -0.6300 -0.3240 0.0000 -0.7560 0.0000 0.0000 0.0000 a 0.0000 0.0000 0.6840 0.4320 -0.8820 0.0000 -0.2340 0.0000 0.0000 0.0000 . 0.0000 0.0000 -0.7920 -0.8640 -0.3420 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 i 0.0000 0..00G0 G.0000 -0.5400 0.2700 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2880 0.0G00 0.0000 .0.0000 0.00G0 0.0GG0 0.00G0 0.0000 0.0000 0.0000 0.7560 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.4680 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.5580 0.0000 0.G000 0.0000 0.0000 0.0000 0.0000 0.0000 G.0000 0.0000 0.0000 0.0000 0.0000 0.0GG0 0.0000 ~ 0.0000 0. 0000 0.A000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000
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/v (($uRd -A-~~ C1035 ~ 1 THE COLLANSE COEFFICIENTS ARE( 3.830/ -0.1400 -0.1200 0.2900" 0.0300 " 0.1100 ) 5®891 8424 3.o833 3.7709 3.8584 3.9460 4.0335 4.1211 4.2086 4.2962. 4.3837 4.4713 0.9000 0.6660 -0..0000 0.0180 -0.0000 -0.8640 -0.73tl0 -0.8100 -0.8640 -0.9000 ) 0.9000 0.5400 0.5040 -0.7920 -0.6120 -0.2880 -0.ti460 -0.8640 -0.8100 -0.8820 0.9000 -0.3600 0.8460 0.27.00 -0.4140 -0.4500 -0.3780 -0.6660 -0.7200 -0.8640 0.9000 -0.5760 0.2860 -0.4680 -0.5580 -0.5940 -0.9000 -0.5760 -0.7560 -0.9000 1 0.9000 0.4680 -0.1080 -0.6480 -0.7920 -0.3240 -0.7920 -0.7560 -0.7740 -0.8460 ~_ 0.9000 0.5580 0.5760 0.1080 -0.6660 -0.5400 -0.5040 -0.6120 -0.9000 -0.8280 0.9000 0.7740 0.4860 -0.2340 -0.3240 -0.2520 -0.5940 -0.5220 -0.7020 0.0000 ) 0.9000 0.5.760 -0.0720 -0.7200 -0.2880 -0.1440 -0.6840 -0.7020 0.0000 0.0000 0.9000 0.4680 -0.0360 -0.4140 -0.5040 -0.8100 -0.4140 -0.7200 0.0000 0.0000 0.9000 0.0300 -0.5760 -0.5220 -G.0360 -0.2160 -0.3420 -0.5400 .0.0000 0.0000 ) 0.9000 0.4680 0.1980 0.2160 -0.7200 -0.1800 -0.5400 -0.6300 0.0000 0.0000 0..8r320 .0.7920 0.3o00 0.7380 -0.8640 -0.4140 -0.6480 -0.9000 0.0000 0.0000 0.8820 0.6120 -0.1980 -0.3240 0.0360 -0.6480 -0.6300 -0.7740 0.0000 0.0000 ) 0.8820 0.0000 -0.3000 0.1620 -0.2520 -0.7560 -0.4680 -0.d460 0.0000 0.0000 0.8820 0.0000 0.0900 -0.27D0 -0.8460 -0.5U40 -0.4500 -0.6480 0.0000 0.0000 C.8ti2C G.G000 .0.7380 -0.0180 -0.4680 -0.7020 -0.5580 -0.5580 0.0000 0.00G0 ") 0.8820 0.0000 0.2700 0.8640 -0.7380 -0.3600 -0.7020 -0.7920 0.00G0 0.0000 0.0000 0.0000 0.6480 0.7920 -0.0720 -0.6840 -0.82ti0 -0.8280 0.0000 0.0000 0.0000 U.0000 -0.7920 -0.3600 -0.3600 -0«7380 -0.7740 . -0.8820 0.0000 0.0000 ~ G.0GG0 0.0000 0.3420 -0.8820 -0.1620 -0.6300 -0.3240 -0.7380 0.0000 0.0000 0.0000 0.0000 0.0360 -0.1980 -0.3780 -0.4860 -0.4320 -0.6840 0.0000 0.0000 O.OOQO 0.0000 -0.6cs40 -0.8640 -0.1260 -0.7920 -0.5760 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 -0.4140 0.0540 -0.4500 -0.3780 -0.7560 0.0000 0.0000 0.0000 0.0CGG 0.0000 -0.6060 -0.5760 -0.19is0 -0.3960 -0.8820 0.0000 0.0000 0.0000 C.CGOG U.0G00 -0.5:,40 -0.5940 -0.2160 -0.5580 -0.4860 0.0000 0.0000 0.0000 ~ 0.0000. 0.0000 0.1440 0.8820 0.0540 -0.5760 -0.8640 0.0000 0.0000 0.0000 0.0000 0.0000 -0.1440 0.8100 -0.0900 -0.8820 -0.7200 0.0000 0.0000 0.0000 0.0000 0.0000 0.3780 -0.0540 -0.1080 -0.8460 -0.8100 0.0000 0.0000 0.0000 ~ 0.00G0 G.0G00 0.2520 0.1930 -0.1800 -0.4o80 -0.3000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.9000 -0.1620 -0.1440 -0.1980 -0.6120 0.0000 0.0000 0.0000 0.G000 0.0000 -0.7740 0.7200 -0.2340 -0.16.20 -0.5220 0.0000 0.0000 0.00G0 ~ 0.0000 0.0000 -0.4860 0.0720 -0.5220 -0.3420 -0.6660 0.0000 0.0000 0.0000 0.0000 G.G00C 0.4o8C 0.1440 -0.7740 -0.2340 -0.3960 0.0000 0.0000 0.0000 0.0000 0.0000 0.4500 -0.10ti0 -0.6840 -0.1260 -0.3960 0.0000 0.0000 0.0000 1 0.G00G 0.0000 0.3420 -0.0900 -0.0540 -0.2700 -0.5220 0.0000 0.0000 0.0000_ 0.0000 0.0000 -0.2880 -0.1260 0.0720 -0.6120 -0.3600 0.0000 0.0000 0.0000 0.0000 0.0000 -0.2520 -0.3780 -0.5760 -0.8280 -0.6660 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 -0.4320 -0.1440 -0.6300 -0.4320 -0.6120 0.00G0 0.0000 0.0000 0.00G0 0.0000 0.4320 G.0000 -0.8100 -0.5220 0.0000 0.0000 0.0000 0.0000 0.0000 + 0.0000 0.7560 0.0000 -0.2700 -0.3060 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 ` 0.0000 0.0000 0.0000 -0.5940 -0.3060 0.0000 0.0000 0.0000 0.00W 0.0000 + 0.0000 0.0000 0.0000 -0.3420 0.GG00 0.0000 0.0G00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.3960 0.0000 0..0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 • 0.0000 -0.5400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00010 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 . ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 1 D ) .) l J
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MATRIX OF CORRELATIONS BET1tiFEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 1 1.000 0.000 O.OIN) 0.000 0.000 2 0.000 1.000 0.000 0.000 0.000 50891 8444 3 0.000 0.000 1.00.0 0.000 0.000 4 0.000 0.000 0.000 J.000 0.000 5 0.000 0.000 0.000 0..000 1.000 a 1 1 D J
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I MULTIPLE REGRESSION.....C1035.DAT SELECTION.....20 TABLE OF RESIDUALS ~ CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 -0.22.600 -0.21183 -0..01417 2 -0.10000 -o.ia4a7 O.oI417 3 , -0.05400 -0.03983 -0.01 -417 4 -0.10600 -0.120.17 0..01417 5 0.00000 0.01417 -0.,p l 417 ~ 6 0.01100 -0.00317 0.01417 7 -0.06800 -0.0945A 0.02650 8 -0.06700 -0.09450 0.02750 ~ 9 0.03300 -0.09450 0.12750 ~ 10 -0.09800 -0.09450 -0.00350 il -0.20000 -0.0.9450 -0.10550 7 12 -0.16700 -0.09,450 -0.07250 ~ ~ ~ 3 ) ~ 50891 8459 ) :3 ) J J
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AIATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 1 1.000 0.000 0.000 0.000 0.000 2 3 0.000 0.000 1.000 0.000 ,0.000 0.A00 0.000 1.0(10 0.000 o.ooo 50891 8460 -4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 ) 4 ~
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LOCUS OF STATIONARY POINT X i -0.80.13 X 2 -2.0502 ~ ESTIMATED RESPONSE AT STATIONARY POINT = 0.n5187 50891 8450 CANONICAL FORM OF THE RESPONSE FUNCTION ~ Y -YO = ALPHAi*(WJ**2) +ALPHA2*(W2**2)• +A LPHA3*(W3**2-) +ALPHA4*(Wd**2)• #ALPHA5*(W5**2)-+ALPHA6*(W6**2) -0.0519 0.0370 -0.0660 A SADDLE POINT IS INDICATED ~ TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= MZ J9HERE Z=X-X.O AND JA IS THE FOLL(IWING MATRIX. ~ 0.4277 0.9039 0.9039 -0.4277 .) ) 7 i ) )
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3 23 DSM00 C1035 r/ / / I THE COLLAPSE COEFFICIENTS AF2E( 0.11GG -0.0500 0.1300 0.0400 -0.A200 0.0500 1 50891 8397 13 - I -0.0672 -0.0274 0.0125 0.0523 0.0921 0.1319 0.1718 . 0.2116 0.2514 0.2912 0.9000 ~ 0.8820 0.9000 0.8o40 l 0.8820 t. 0.9000 0.8460 ~ 0.8640 0.8820 0.9000 ~ 0.8280 0.8460 0.8o40 ) 0.8620 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 ~ 0,OC0G 0.0000 0.0000 ~ 0.00A0• 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.000b j 0.0000 0.0000 0.0000 ~ 0.0000 010000 0.0000 ~ 0.0000 0.0000. 0.0000 ~ 0.0000 0.0000 0. 0000 I 0.0000 0.6840 0.4140 -0.2520 0.0540 -0.2700 -0.5940 -0.27A0 0.1620 -0.2700 0.6300 0.5760 0.1440 -0.7020 -0.4140 -0.0540 0.5580 0.7380 -0.2340 0.8100 0.4500 0.4320 -0.8460 0.5220 0.1440 0.7560 0.4860 -0.2520 0.7740 0.3780 0.2520 -0.8100 0.3960 0.8100 0.3420 .0.1440 -0.216G 0.8460 0.2880 0.1980 0.5040 0.6480 0.3240 0.0720 0.4680 -0.2880 0.6120 0.27.00 0.3060 -0.3960 -0.7380 -0.2880 -0.2880 0.1800 -0.3060 0.7380 0.7740 -0.1800 -0.7380 -0.0000 -0.6120 0.0900 0.7200 0.0000 0.7200 0.7200 0.0540 -0.8280 0.2700 -0.5760 -0.2520 A.1260 0.0000 0.8820 0.6300 -0.1620 -0.7920 -0.5760 -0.2700 0.3240 0.5040 0.0000 0.6480 0.4860 -0.0720 -0.1080 0.7740 0.6480 -0.3060 0.7560 0.0000 0.5940 0.3240 -0.2340 0.7920 -0.1260 0.5040 -0.2340 0.1980 0.0000 0.5580 0.1980 -0.1260 -0.6660 -0.55iI0 0.4860 0.5400 0.4500 0.0000 0.6660 0.3420 -0.0360 -0.5220 -0.7200 -0.6300 0.0540 0.1080 0.0000 0.5760 0.2160 0.63.00 -0.5760 -0.9000 -0.5580 0.7380 -0.4500 0.0000 0.5760 0.5400 0.8o40 0.1440 0.1440 0.6660 -0.3240 -0.4680 0.0000 0.9000 0.9000 -0.1980 -0.8460 0.9Q00 -0.3060 0.1080 -0.4320 0.0000 0.7020 0.8280 0.7020 -0.8460 0.1260 -0.03o0 0.3600 0.7020 0.0000 0.7560 0.1800 0.0900 0.4140 -0.1440 -0.A720 -0.2160 -0.4860 0.0000 0.5940 0.6660 -0.2160 0.5940 -0.4320 0.1620 0.5760 -0.4140 0.0000 0.8640 0..2340 0.5580 -0.3240 -0.7560 -0.6480 -0.3420 0.2160 0.0000 0.7920 0.2520 -0.1080 -0.1t300 -0.2880 0.3420 0.7740 -0.5040 0.0000 O.ts2t30 0.6840 -0.2700 -0.6120 -0.3960 0.1260 0.3060 -0.3960 0.0000 0.6600 0.8460 0.5040 -0.8460 0.0180 -0.2520 -0.3600 0.0900 0.0000 0.6480 0.1980 -0.0000 -0.0360 -0.8820 -0.5400 0.0360 -0.5220 0.0000 0.7020 0.5220 0.3600 -0.7740 -0.7020 0.3060 -0.1980 -0.3780 0.0000 0.6120 0.3600 0.7740 -0.8460 -0.2520 -0.6660 0.1260 0.5220 0.0000 0.7920 0.8820 0.0180 0.2340 0.2520 -0.3240 -0.3780 -0.5400 0.0000 0.7560 0.2340 0.3780 -0..4680 -0.5940 0.8280 0.5220 -0.3600 0.0000 0.8280 0.5040 -0.0900 0.3240 -0.5400 -0.6840 0.3780 0.4320 0.0000 0.6300 0.3060 0.4860 -0.2520 0.8820 -0.5220 -0.1800 -0.3420 0.0000 0.7200 0.6120 0.7920 -0.7560 0.3780 0.7920 -0.3960 -0.5580 0.0000 0.8o40 0.7380 0.1080 -0.4500 -0.7740 -0.0900 0.7200 -0.9000 0.0000 0.7380 0.2160 -0.2520 0.0000 -0.0180 -0.0180 -0.9000 -0.3240 0.0000 0.6300 0.7920 -0.2340 0.0000 0.7560 -0.7020 0.0180 -0.5760 0.0000 0.0000 0.2520 0.5760 0.0000 0.5040 -0.2340 0.2880 0.7740 0.0000. 0.0000 0.3060 =0.2160 0.0000 -0.1080 0.4680 0.5940 -0.5940 0.0000 0.0000 0.3960 -0.0180 0.0000 0.6300 0.5220 -0.4140 -0.3060 0.0000 0.0000 0.4680 -0.1440 0.0000 -0.8640 -0.3420 -0.8820 0.0720 0.0000 0.0000 0.5940 -0.0540 0.0000 -0.4500 0.1800 0.1440 0.2340 0.0000 0.0000 0.4320 0.7200 0.00,00 0.4140 -0.5040 -0.1020 -0.6120 0.0000 0.0000 0.3960 -0.1440 0.0000 -0.6840 -0.7200 -0.4320 0.00Q0 0.0000 0.0000 0.5580 0.0000 0.0000 0.5400 0.1080 -0.8640 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2880 0.6300 0.0000 0.0000 0.0000 0.0000 0.0000 0.AQ00 0.0000 0.0000 0.6840 0.0000 0.0000 0.0000 0.0000 0.0GG0 0.0000 0.0000 A.0G0o 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 7 J ~ ~
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l MULTIPLE REGRESSION..... C1035.DAT SELECTION.....24 I TABLE OF RESIDUALS :') CASE NO. Y V•ALUE i ) _60.00000-, ' .63;. ~89000 =' ".68.9,2000 98•000 5 ' 63.9b000 6 =:59.89000 7 65.6Q000 8 66.52000 9 •• 68.44000 10 66.30000 11 64.33000 .12 . 65.89000 a: Y ESTIMATE R.ESIDUAL 50891 8443 59.81333:, _--~-:: 0.18667 , ~, _= 64..07667a. "' =*;°,-0.18667 ; __~° b8. 73333i ' .0.18667 ° `. 68.16667 -0.18667 = ,63.7•7333 0.18667 ; 60.07667 -0.18667 66.19333 -0.51333 , 66.19333 0.32667 66.19333 2.24667 66.19333 0.10667 66.19333 -1.86333 66.19333 -0.30333 T J ;i: ) i
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES , 1 VARIABLE I 2 3 .4 5 + 50891 8464 ) 1 1.A00 0.000 0.000 0.000 0.000 2 0.000 1.000. 0.000 0.000 0.000 3 0.000 0.000 1.000 0.000 0.000 ') 4 0.000 0.000 0.000 1.000 0.000 5 0.000 0. 000 0. 0C?0 • 0.000 7.000 3 3 ) ) ) ) Z) . I ) 1 ) 1
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, 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 50891 8396 -1.0000 -0.8000 -0.6400 -0.96A0 -0.1200 0.0800 0.3200 0.6000 0.8400 1.0000 - ~ -1.GG00 -0.8d00 -0.4800 -0.4400 -0.6000 - 0.0400 0.4000 0.7200 0.9200 1.0000 -0.9600 -0.6400 -0.6000 -0.2400 -0.8800 0.3200 0.4400 0.7600 0.8800 1.0000 -1.000G -0.6d00 -0.6800 -0.36G0 -0.7600 0.2800 0.6000 0.6800 0.8400 1.0000 ~ -0.9600 -0.6000 -0.8000 -0.4000 0.0800 0.3600 0.4800 0.6400 0.8800 1.0G00 -0.9200 -0.9200 -0.8400 -0.3200 -0.3600 -0.0400 0.3600 0.6000 0.8400 1.0000 -1..0000 -0.7200 -0.3200 -0.8000 -0.6400 0.16.00 0.3200 0.6400 0.9200 0.0000 ~ -0.9600 -0.7600 -0.3600 -0.5200 -0.8000 0.2400 0.3200 0.6000 0.8400 0.0000 -0.9200 -0.5600 -0.4400 -0.76.00 -0.7200 -0.0000 0.3000 0.68G0 0.8800 y0.0000 -0.B800 -0.8400 -0.56.00 -0.6400 -0.2000 0.4000 0.5600 0.6000 0.9200 0.0000 ~ -1.00.00 -0.9600 -0.7600 -0.9200 0.2000 0.1200 0.5200 0.6000 0.8400 0.0000 -0.9600 -1.0000 -0.9600 -0.7200 -0.5600 -0..0000 0.5200 0.7200 0.8800 0.0000 -0.9200 -0.8400 -0.7200 -0.6000 -0.4400 -0.0400 0.3200 0.6400• 0.8400 0.0000 ~ -0.8800 -0.9600 -0.9200 -0.1200 -0.4800 -0.0800 b.3200 0.7600 0.8000 0.0000 ~ 0.0000 -1.0000 -0.5200 -0.0000 -0.0800 0.2000 0.5000 0.6000 0.8000. 0.0000 0.0000 -0.5600 -0.24G0 -0.8400 -0.9200 0.44G0 0.3600 0.6400 0.8000 0.0000 3 0..0000 -0.7600 -0.2800 -0.0800 -1.0000 0.2000 0.4000 0.6800 0.9200 •.0.0000 0.0000 -0.7200 -1.0000 -0.4800 0.0400 0.1200 0.4000 0.6000 0.8000 0.0000 0.0000 -0.9200 -0.4000 -0.8800 0.1200 0.0400 0.4400 0.7200 0.8000 0.0000 ~ 0.0000 -0.6000 -0.8800 -0.1600 -0.3200 =0.0400 0.3200 0.600G 0.8400 0.0000 0.0000 -0.6800 -0.Bt300 -0.6800 -0.2400 0.0800 0.4800 0.7600 0.8000 0.0000 0.0000 -0.6400 -0.4000 -1.0000 -0.5200 0.0400 0.4400 0.6800 0.8000 0.0000 ~ 0.0000 -0.8000 -0.2800 -0.2000 -0.9000 0.1600 0.3000 0.6000 0.8400 0.0000 0.0000 -0.8600 -1.0000 -0.5600 -0.1600 -0.08G0 0.3200 0.6400 0.8000 G.0000 0.0000 -0.8000 -0.5200 -0.2800 -0.6800 -0.0400 0.4800 0.6000 0.8000 0.0000 ~ 0.0000 -0.8800 -0.7200 -0.04D0 -0.8400 0.0800 0.3200 0.6400 0.8800 0.0000 0.-0000 -G.6400 -0.2400 -0.5600 -0.0400 0.2400 0.3600 0.6000 0.8000 0.0000 0.0000 -0.6800 -0.9200 -0.2800 -0.4000 -0.0000 0.6000 0.7200 0.80G0 0.00G0 3 0.0000 -0.6000 -0.5600 -0.6800 -0.0000 -0.0000 0.3200 0.6800 0.8800 0.0000 0.0000 -0.9200 -0.7000 .-0.2000 -0.2800 0.4400 0.3200 0.6000 0.8000 0.0000 0.0G00 -0.7200 -0.4400 -G.0400 -0.6800 0.2800 0.6000 0.6000 0.8000 0.0G00 ) 0.0000 -0.5600 -0.3600 -0.4800 -0.4000 -0.0400 0.4000 0.7600 0.8400 0.0000 0.0000 -0.7600 -0.9600 -1.0000 0.0000 0.16.00 0.4000 0.6000 0.8000 0.0000 0..0000 -0.8400 -0.3200 -0..8800 0.A000 0.4000 0.3200 0.6400 0.8000 0.0000 ~ 0.0000. 0.0000 -0.8400 -0.1600 0.GGG0 0.3200 0.3600 0.6800 0.9200 0.0000 0.0000 0.0000 -0.8000 -0.8400 0.0000 0.1200 0.5200 0.7200 0.8000 0.0000 0.0000 0.0000 -0.68.00 -0.6000 0.0000 0.3600 0.5200 0.6000 0.8000 0.0000 ~ 0..0000 0..000G -0.6000 -0.7200 0.0000 -0.08GG 0.3600 0.6000 0.8400 0.0000 0.0000 0.00.00 -0.4800 -0.6400 0.0000 0.0400 .0.4400 0.6400 0.8400 0.0000 0.0000 0.0000 -0.6400 -0.0800 0.0000 0.2800 0.3200 0.6000 0.8000 0.0000 j 0.0000 0.0000 -0.6400 -0.7600 0.0000 -0.0400 0.3200 0.6000 0.0000 0.0000 0.0000 0.0000 -0.4800 0.OQ00 0.0000 0.3200 0.4400 0.6000 D.GGGO 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.2400 0.5600 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.5000 0.0000 0.0000 0.0000 1 U.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00010 0.0000 D.0000 0.0000 0.-00p0 t- 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 7) ~
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22 D8URN C1035 ~ THE COLLAPSE COEFFICIENTS ARE'( 0.27.00 -0.0200 -0.0400 0.14 -0.020 0.020'0 ~ 50891 8400 . I 0.1258 0.1627 0.19"96 0.2365 0.2734 0.3102 0.3471 0.3840 0.4209 0.4578 -0.9000 -0.9000 -.0.8640 0.6120 0.1980 -0.7740 -0.3780 -0.5220 -0.6660 -0.9000 ~ -0.8820 -D.6840 -0.4320 0.5580 0.8460 -0.5760 -0.1080 -0.7020 -0.7200 -0.8820 -0.9000 -0..7740 -0.4500 -0.18.00 0.2340 0.0540 -0.8040 -0.5760 -0.6120 -0.8640 -0.8640 -0.8100 -0.5040 -0.1980 -0.0720 0.0720 -0.4860 -0.4320 -0.7920 -0.8460 ~ -0.8820 -0.7380 0.7560 -0.3060 0.8640 -0.1980 -0.7380 -0.0300 -0.8640 -0.9000 -0.9000 -0.8460 -0.3960 -0.6120 0.1080 0.0.900 -0.1620 -0.7740 -0.8460 -0.8280 ~ 0..0000 -0.8640 0.8280 -~0.8280 -0.0000 0.6660 -0.5580 -0.8640 -0.7740 0.0000 ~ 0.OOG0 -0.6480 0.7920 0.6840 -0.2160 -0.0900 -0.4320 -0.4680 -0.7380 0.0000 0..0000 -0.7020 -0.7380 -D.2160 0.8820 0.7200 -0.2520 -0.3960 -0.6300 0.0000 0.0000 -0.7200 -0.4140 -0.1620 0.2340 .0.7740 -0.6300 -0.8820 -0.6840 0.10000 ~ 0.0000 -0.6660 0.7740 -0.2700 0.9000 0.0360 -0.2880 -0.3600 0.0000 0:0000 0.0000 -0.8280 0.81GG -0.3960 0.8280 -0.4500 -D.2160 -0.7920 0.0000 0.0000 0.0000 -0.7560 0.9000 0.8280 -0.7920 0.8460 -0.8820 -0.6480 0.0000 0.0000 ~ 0.0000 -0.7920 -0.6480 0.6660 0.3240 0.1080 -0.6480 -0.4860 0.0000 0.0000 0.0000 -0.8820 •-0.6840 -0.72"00 0.5580 -0.0360 -0.7200 -0.6840 0.0000 0.0000 0.0000 -0.6660 -0.7920 0.8820 0.8100 -0.3060 -0.3240 -0.3420 0.0000 0.0000 ) 0.0000 -0.7560 0.8460 -0.1080 -0.7740 -0.7560 -0.8460 -0.3780 0.0000 0.0000 0.0000 -0.7920 -0.5580 0.5760 0.3060 -0.7920 -0.3420 -0.7200 0.0000 0.0000 0.0000 -0.7020 -0.5940 -0.1260 0.2880 -0.1620 -0.1980 -0.5580 0.0000 0.0000 ~ 0.0000 -0.7200 0.8820 0.6300 -0. 1980 0.5580 -0.5400 -0.8460 0.0000 0.0000 0.0000 -0.8280 0.8640 0.7920 0.7920 0.6300 -0.1260 -0.7560 0.0000 0.0000 .0.0000 -0.8820 -.0.8100 -0.5220 -0.2340 -0.36D0 -0.7560 -0.5040 0.0000 0.0000 ~ 0.0000 -0.6840 -0.4680 -0.1440 0.4680 -0.3780 -0.1800 -0.4140 0.0000 0.GGG0 0.0000 0.0000 0.7560 0.720,0 0.5760 -0.1260 -0.4140 -0.5940 0.0000 0.0000 0.0000 0.00GG -0.5400 0.6480 0.3780 -0.2520 -0.5040 -0.5400 0.00G0 0.0000 ~ 0.0000. 0.0000 -0.5220 -0.3420 0.4860 -0.4680 -0.1440 -0.6120 0.0000 0.0000 0.0000 0.0000 -0.6120 0.5580 0.7740 0.0180 -0.9000 -0.9000 0.0000 0.0000 0.0000 0.0000 0.7740 0.5760 -0.8100 -0.0540 -0.5760 -0.4500 0.OG00 0.OOOG ~ 0.0G00 0.0000 -0.7020 -0.4500 0.3b00 0.8640 -0.6120 -0.8100 0.0000 0.0000 0.0000 0.0000 -0.5760 -0.4680 0.3240 -0.5940 -0.3060 -0.4500 0.0000 0.0000 0.0000 0.G000 -0.4860 -0.1260 0.0540 -0.5580 -0.4680 -0.8280 0.0GG0 0.0000 ~ 0.0000 0.0000 -0.6300 0.5940 0.4140 0.5940 -0.2340 -0.6660 0.0000 0.0000 0.0000 0.0000 -0.7560 -0.54D0 0.0000 0.1260 -0.3960 -0.6660 0.0000 0.0000 0.0000 0.0000 -0.8820 0.5580 0.0000 -0.2340 -0.3600 -0.4140 0.0000 0.GGG0 ~ O.OGGG 0.OOGG 0.7920 0.5940 0.0000 -0.8100 -0.8280 -0.7380 0.0000 0.0000 0.0000 0.0GGG 0.6100 -0.7G20 0.0000 -0.2880 -0.2700 -0.7380 0.0000 0.0000' 0.0000 0.0000 0.7560 0.7380 0.0000 -0.7380 -0.4500 -0.3780 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.7560 0.0000 0.7920 0.0000 0.0000 0.00G0 0.0000 0.0000 0.GOG0 0.0000 -0.3600 0.0000 0.5760 0.0000 0.0000 0.0000 0.0000 0.-00J'.r0 a' 0. OG00 G. G000 -0.2340 0.0000 0.6120 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 : 0.0000 0.0000 -0.2520 0.0000 0.7020 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.9000 0..00G0 -0.0000 0.0000 0.G000 0.OG00 0.0000 0.0000' 0.0000 0.00.00 -0.1440 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 G.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.GG00 0.0000 0.0GG0 0.OGG0 0.G000' 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 J ~
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LOCUS OF STATIONARY POINT X 1 -0.0278 X 2 0.1155 ) ESTIMATED RESPONSE AT STATIONARY POINT = -0.10056 CANONICAL FORM AF THE RESPONSE FUNCTION ~ Y -YO = ALPHAI*(W1**2) +ALPHA2*(W2*ir2)• -+ALPHA3*(W3**2) 0.1006 0.0979 -0.2095 A SADDLE POINT IS INDICATED ~ nANSFOR6tATI0N FROM ORIGINAL TO CANONICAL YARIABLES M= MZ WHERE Z=X-X,O AND .Af IS THE FOLLOWING MATRIX ) -0.1902 0.8716 0.871.6 0.4902 J ) -+ALPHA4*(W4**2) -• +ALPHA5*(W5**2) 50891 8462 +ALPHA6*dW6**2) 3 t
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0.O0G0 G.GOGO 0.GOGG 0.0000 0.00,00 0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 I.OGOG 1.0000 0.7600 0.9600 0.8000 -0.0000 0.0400 -0.2800 0.9600 -1..0000 1.0000 -0.9600 0.9200 -0.7200 -0.4800 -0.0400 0.1200 -1.0000 0.7200 -0.9600 1.0000 . 0.9600 0.7600 -0.6800 -0.7600 0.2800 -0.0ii00 -0.3600 -0.7600 -0.9200 1.0000 0.9200 -0.8400 0.6000 0.4000 -0.3200 0.2400 -0.5600 -0.4400 0.9600 a 1.0000 -0.9600 0.9600 0.6000 0.4000 -0.1600 -0.04D0 -0.1600 -0.4800 1.0000 50891 8429 1.D000 -1.0000 0.7600 -0.6800 -0.56G0 0.7200 0.6000 -0.4000 0.7600 0.9200 0.0000 -1.0000 0.7600 -0.84D0 0.5200 -0.2000 -0.3600 -0.3200 0.9200 0.0000 0.0000 -0.9600 0.8000 0.6000 -0.4800 -0.3200 -0.0400 0.5200 -0.3600 0.0000 '0.0000 0.9200 0.84.00 -0.8000 -0.52.00 0.8800 -0.4400 0.8800 0.5600 0.0000 0..0000 -0.9600 -0.8400 0.6000 1.0000 -0.24.00 0.4000 -0.1200 -0.4000 0.0000 ,13 0.0000 -0.9600 -0.88.00 0.8000 -1.0000 0.1600 -0.8400 0.4000 0.4800 0.0000 0.0000 0.8800 0.7600 0.6000 0.4400 -0.1200 0.4400 -0.7600 -0.6400 0.0000 0.000G 0.8800 0.7000 0.6000 -0.8400 0.24D0 -0.6800 0.0800 -0.5600 0.0000 0.00G0 O.G000 -1.0000 0.04.00 0.6400 0.2000 0.5o00 -0.2400 0.4400 0.0000 0:0000 0.0000 0.7600 0.6000 -0.5200 0.2000 0.8400 0.1200 -0.7200 0.0000 0.0000 0.0000 0.8000 0.6000 0.9600 -0.0400 -0.0000 -0.4800 1.0000 0..0000 0.0000 G..0000 -0.8800 G.600G -D.6400 -0.2000 -0.0800 -0.7200 0.6800 0.0000 0.0000 0.0000 -0.9200 0.6000 0.4000 0.1200 -0.4800 0.1600 0.8000 0.0000 0.0000 0.0000 -0.8400 0.6000 0.4000 -0.5600 -0.7200 0.9200 0.8800 0.0000 ) 0.0000 0.0000 0.8800 0.7200 -0.4800 -0.8000 0.0400 0.3600 -0.8000 0.0000 0.0000 0.0000 0.7600 -0.6800 0.4400 0.4800 0.1600 -0.8000 0.8400 0.0000 0.0000 0.0000 -0.9200 -0.6800 0.4800 0.0800 0.7600 0.4800 0.6000 0.OG00 ) 0.0000 0.0000 0.7600 0.84D0 0.4400 -0.6800 0.4t300 -0.Utl00 0.0000 0.0000 ) 0.0000 G.0000 -0.96G0 0.9200 0.4000 -0.9600 0.2000 -0.6800 0.0000 0.0000 0.0000 0.0000 0.8800 -0.6800 -0.4800 0.0800 0.5200 -0.9600 0.0000 0.0000 3 0.0000 0.0000 0.8400 0.7600 -0.6000 -0.1600 -0.9200 -0.8400 0.0000 0.0000 1 0.0000 0.0000 -0.9o00 0.6000 -0.6800 -0.08.00 -0.1600 -0.5200 0.0000 0.0000 0.00G0 0.0000 0.7000 0.6000 0.40GG -0.2800 -0.1200 0.24GG 0.0000 , 0.0000 j 0.0000 0.0000 0.7600 -0.76A0 0.4800 0.6000 -0.2400 0.2800 G.0000 0.0000 0.0000 0.0000 0.7o00 -0.68.00 0.4800 -0.44:00 -0.1200 0.4400 0.0000 0.0000 0.GG00 0.0000 0.7oG0 0.6400 0.6800 -0.2400 -0.0000 -0.2000 0.0000 0.0000 ) U.0000 0.0000 1.0000 0.68.00 0.4400 0.0400 0.3200 0.6800 G.0000 O.OGGO 0.0000 0.0000 -0.8400 0.6800 0.7200 0.0400 0.2800 0.0400 0.0000 0.0000 0.0000 0.0000 0.7600 0.8800 0.4000 0.3600 -0.2800 -0.4400 0.0000 0.0000 } 0.0000 G.0000 0.7000 -0.d200 0.5600 -0.0000 0.9200 -0.0000 0.0000 0.GOG0 ,0.0000' 0.10000 0. 0000 -0.9600 -0.4800 -0.1200 1.0000 1.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.76D0 0.6000 0.3200 0.7200 0.5600 0.0000 O.D000 r 0.0000 0.0000 0.0000 -0.68.00 -0.8800 -0.D800 -0.6400 -0.6000 0.0000 0.0000 0.0000 0.0000 0.0000 0.6000 -0.5200 D.00.00 0.1200 0.7200 O.D000 0.0000 0.0000 0.0000 0.0000 0.6000 -0.5200 0.0000 0.0800 0.0000 0.0000 0.0000 0.0GGG 0.0000 0.0000 -0.7200 0.4800 0.0000 0.6400 0.0000 0.0000 0.0000 O.GOGO U.G000 O.GOGO -0.t3tiGG 0.4000 0.0000 -0.5200 0.0000 0.00GG 0.0000 0.0000 0.0000 0.0000 0.0000 0.4000 0.0000 -0.2000 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.0000 -0.4800 0.0000 -1.0000 0.0000 0.0000 0..0000 ) 0.0000 0.0000 0.0000 0.0000 0.9200 - 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 .O.OGGO 0.0000 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 " 0.00G0 G.GOGO 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0009 t - 0.0000 0.0000 0.0000 0.0000 0.0000 0. 0000 D.0000 0..0000 0.0000 t i i
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0.00,00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 U.0000 0.0000 0.0000 0.0000 0.0000 D.00G0 0.0000 .0.0000 0.D000 0.0000 1 t 1.0000 0.7200 0.48.00 -0.3600 -0.4Q00 -0.24D0 -0.6800 -0.8400 -0.9600 -1.0000 ? 1.0000 0.9000 0.9200 -0.64.00 0.4000 -0.28D0 -1.0000 -0.7200 -0.9200 -1.0000 0.9600 0.8400 0.8800 7200 0 0 8800 -0.8400 -0.4400 -0 8000 0000 -1 -1.0000 9 1.0000 0.8000 0.8000 . 0.68.00 . -0.0400 -0.88.00 -0.6000 . -0.9200 . -0.8800 -1.0000 50891 839 ~ 0.9000 0.8dG0 -0.9200 0.5200 0.4000 -0.48.00 -0.4800 -0.7600 -0.8400 -0.9600 0.9200 0.7600 1.0000 0.3200 -0.2000 -0.9200 -0.9200 -0.6800 -0.8400 -1.0000 0.0000 0.7o00 -0.6400 0.2400 -0.0800 0.88.00 -0.5600 -0.6400 -0.8800 0.0000 ~ 0.0000 1.0000 -0.7600 -0.2000 .-0.0000 -0.6000 -0.6400 -0.8800 -0.9200 0.0000 " 0.0000 0.9200 0.5600 0.6400 0.4000 0.8400 -0.8000 -0.9600 -1.0000 0.0000 0.0000 0.9200 0.9600 0.7600 -0.5200 0.8000 -0.5200 -0.6400 -0.9600 0.0000 } 0.0000 1.0000 -0.8400 0.5600 0.4000 -0.8000 -0.7600 -1.0000 0.0000 0.0000 D.0000 0.8000 -0.6800 0.44A0 0.4000 -0.3200 -0.8400 -0.6800 0.0000 0.0000 0.00G0 0.8t3_00 -0.4800 -0.0400 -0.0000 0.7600 -0.4400 -0.7600 0.0000 0.0000 1 0.0000 0.8400 0.6400 -0.2400 -0.9200 -0.9600 -0.5200 -O.t3800 0.0000 0.0000 0.0000 0.7200 0.6000 0.2800 0.4400 -0.6800 -0.4800 -0.7200 0.0000 0.0000 ~ 0..0000 0.9600 0.5200 -D.0Q00 0.4000 -0.4000 -0.7200 -1.0000 0.0000 0.0000. , B.00G0 0.8400• -0.6000 1.0000 -0.D000 -0.2400 -0.4400 -0.9600 0.0000 0.0000 0.0000 0.8000 0.,7200 -0.5200 0.6800 -0.2400 -0.7200 -G.7200 0.0000 0.0000 0.0000 0.9000 0.6800 0.9200 0.7200 -0.5200 -0.8800 -0.8000 0.0000 0.0000 } 0.0000 0.8800 -0.5200 -0.3200 -0.0000 1..0000 -0.56D0 -0.6400 0.0000 0.0000 J 0.0000 0.7600 -0.5600 -0.0800 0.4000 0.920G -0.9600 -0.6800 0.0000 0.0000 0.0000 0.7600 0.5200 0.3600 -0.0000 -0.3600 -0.4800 -0.8400 0.0000 0.0000 ) 0. 0000 0.9200 0.8400 0.8400 0.4800 -0.3600 -0.8800 -0.9200 0.0000 0.0000 ~ O..OGGG 0.0000 -0.9000 -0.16DG 0.4400 -0.5600 -0.6400 -0.8000 0.0000 0.0000 0.0000 U.0000 0.7600 -0.28.00 0.5oG0 -0.4400 -0.6000 -0.8400 0.0000 0.0000 ~ 0.0000 0.0000 0.76D0 0.4800 0.4800 -0.3200 -0.9600 -0.7600 0.0000 0.0000 0. 0000 0.0000 0.6800 -0.60D0 0.4000 -0.7600 -0.4400 -0.6400 0.0000 0.0000 0.A000 0.0000 -0.8000 -0.4800 -0.0000 -0.6400 -0.5600 -0.9200 0.0000 0.0000 ~ 0.0000 0.0000 0.6000 0.4000 0.6000 0.7600 -0.5200 -0.6800 0.0000 0.0000 0.0000 0.0000 0.7200 0.4Q00 0.6400 -0.2800 -0.7600 -0.8800 0.0000 0.0000 0.0GG0 0.0000 0.8400 0.8800 -0.1200 -0.2800 -0.6000 -0.6400 0.0000 0.0000 ~ 0.0000 0.0000 0.6400 -0.4400 0.52G0 0.9600 -0.8400 -0.7600 0.0G00 0.00G0 ) 0.0000 0.0000 0.5600 0.3600 0.0000 -1.0000 -0.6800 -0.7200 0.0000 0.0000 0.0000 0.0000 0.4800 -0.68.00 0.0000 -0.4400 -0.6800 -0.9600 0.0000 0.0000 ~ 0.0000 0.0000 -0.7200 -0.4000 0.0000 -0.2400 -0.44.00 -0.7200 0.0000 0.0000 0.0000 0.0000 -0.7200 0.2800 0.00G0 -0.4000 -0.8000 -0.6800 .G.0000 0.0000 0.0000 0.0000 -0.8800 -0.1200 0..0000 -0.2400 -0.6400 -1.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.00.00 -0.1200 0.0000 0.8000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0..OOOO 0.4800 0..0000 0.9600 A.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.6000 0.0000 0.9200 0.0000 0.0000 0.0000 0.0000 } 0.0000 0.0000 0.0000 0.6000 0.0000 0.8400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0G00 -0.AG00 0.0000 -0.7200 0.0000 0.0000 0.0000 0.0000 0.0000 U.0000 0.0000 0.8000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 j 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000G , 0.0000 0.G000 0.0000 0.'0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0G00 0.0000 0.A000 0.0000 0.0000 0..0000 0.D000 0.0000 0.0000 0.0000 0.-0000 a 0.0000 0.GOG0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~
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MULTIPLE REGRESSION..... C1035.DAT 3 SELECTION..... 25 ~ VARIABLE .MEAN STANDARD CORRELATION REGRESSION SID. ERROR COMPUTED 50891 8441 ) N0. DEVIATItJN X VS Y COEFFICIENT OF. REG,CIIEF. T VALUE I 0.00D00 0.52222 0.44676 2.98210 1.64135 1.81686 2 .0..00000 0.52223 -0.59303 -3.95833 1.64130 -2.41170 3 3 0.00000 0.26.111 -0.11288 -1.50693 3.28270 -0.45905 4 0.24999 0.36925 -0.23500 -2.21846 2.32129 -0.95570 5 0..25qo0 0.3,6927 0..134p1 .1.2b50r) 2.32115 0.54499 ~ DEPENDENT 30 59..76667 3.48578 ~ INTERCEPT __ 60.00500 ,~ MULTIPLE CORRELATItJN' 0.79825 ) RESIDUAL STD. DEV. 2.84282 ~ STD. ERROR OF MEAN 0.82065 . ANALYSIS OF VARIANCE FOR THE REGRESSION , ~ SOURCE (1F VARIATION DEGREES . SUM OF OF FREEDOM SQU R MEAN F VALUE A ES SQUARES ATTRIBUTABLE TO REGRESSION 5 85.J6730 17.03346 2._10768 DEVIATION FROM REGRESSION 6 48.48977 8.08163 TOTAL 733.65707 ) 1 8. 945 78 2.98210 2 -11.87500 -3. 95 833 3 -1.13013 -1.50693 ~ .4 -3.32730 -2.21846 5 1 .B9.750 1.26500 30 717. 20000 60.00500 ~ ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES LINEAR REGRESSION 2 73.68244 SQUARES 36.84122 6.47858 ~ QUADRATIC REGRESSION 3 L1.48487 3.82829 0.67321 LACK OF FIT 1 20.05666 20.05666 3.52699 REPLICATION ERROR 5 28.43311 5.68662 ~ TOTAL 11 133.65707 AVERAGE OF ' 6i~CENTER POINTS = 60.00500 4 .~ -j
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MATRIX OF CORRELATIONS BET]VEEN INDEPENDENT VARIABLES ~ VARIABLE 1 2 3 4 5 1 1.000 0.000 0.000 0.000 0.000 50891 8476 2 0.000 1.000 0.000 0.000 0.000 3 0.000 0.000 1.000 0.000 0.000 4 0.,000 0.000 D.000 1..000 0.000 5 A.000 0.000 .0.000 0.000 . 1.000 . ~ ~ . A
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MULTIPLE REGRESSIoN..... C1035.DAT SELECTION..... 18 TABLE OF RESIDUALS 50891 8467 ~ CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 0.28000 0.28350 -.0.00350 2 0.14400 0.14050 D.A0350 ~ " 3 -0.02200 -0.01850 -0.00350 4 0.03200 0.02850. 0.00350 5 0.09900 0.10250 -0.00350 ~ 6 0.20200 0."19850 0.00350 7 0.10200 0.11100 -0.00900 8 0.10100 0.11100 -0.01000 ~ 9 . 0.05600 0.11100 -0.05500 ~. 10 0..20700 0.11100 •0.09600 11 0.14400 0.11100 0.03300 ~ I2 0.05600 0.111(-ID -0.05500 ~ ~ ~ ~ .~ . J
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LOCUS OF STATIONARY POINT X I 0.2457 X 2 0.2075 50g91 8470 ESTIMATED RESP1)NSE AT STATIONARY POINT = 0.26554 CANONICAL FORM OF THE RESPONSE FUNCTION Y -YO = ALPHAi*(WI**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2)- +ALPHA4*(W4**2) +ALPHA5*(W5**2) +ALPHA6*(W6**2) -0.2655 0.0732 -0..07-46 A SADDLE POINT IS INDICATED 'TRANSFORWIATION.FROM ORIGINAL TO CANONICAL VARIABLES W_= MZ JWHERE Z=X-XA AND M IS THE F.OLLOWING MATRIX 0.6796 0.7849 0.7849 -0.6196 1
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MULTIPLE REGRESSION..... C1035.DAT SELECTION ..... 16 7 TABLE.OF RESIDUALS CASE NO. 1 Y VALUE 0.23700 Y ESTIMATE 0.20483 RESIDUAL 0.03217 50891 8475 2 0..24400 0.27617 -0.03217 3 0.12900 0.09683 0.03217 4 0.16000 0.19217 -0.03217 5 0.25300 0.22083 0.03217 6 0.02200 0..05417 -0.03217 7 0.20500 0.12683 0.07817 8 0.09000 0.12683 -0.03683 9 . 0.14400 0.12683 0.01717 10 0.00000 0.12683 -0.12683 11 0.14400 0.12683 0.01717 12 0.17800 0.12683 0.0511.7
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0.0000 0.0000 0.0000 0.0000 ) ) 1..0000 0.8000 1.0000 0.6800 1.0000 0.7600 1.0000 0.6800 ~ 1.0000' ,0.7200 1 .0000 ' ;0:8400 . ~ ` .0000 ~" , 0.7200 l «.0000 i~ ' . 0.8800 1.0000 ` - 0.7600 1.0000 0.6800 1.0000 0.8400 1.0000 0.8800 1.0000 0.8000 1.0000 0.6800 0.0000 0.7200 0.0000 = 0.7200 ~ 0.0000 0.7600 0.0000 0.8000 0.0G00 0.6800 ~ 0.0000 0.6800 0.0000 0.7600 0.0000 0.8400 ~ 0.0G00 0.6800 0.0000 0.8800 0.0000 0.7200 ~ o.0G00 0.7200 0.0000 0.8000 0.0000 0.8400 ~ 0.0000 0.6800 0.00aG 0.7600 0.0000 0.8800 ) 0.0000 0.6800 0.0000 0.8000 0.0000 0.7600 ~ 0.0000• 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000- 0.0000 ~. 0..0G00 0.0000 0.0000 0.0000 0.0000 • 0.a000 .3- 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.a000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2800 -0.08A0 0.0800;: . '-0.3200 ; -0.2800'_ -0.4800 -0.8800 -1.:0000 0.5600. -0.2000 -0.1200r-k ~ -0.8000~-,r '-0.5600 -0.5600 -0.7200 -1:0000 0.6400 0..0800 0.2000 ~ -0.D400 -0.3600 -0.5200 -0.9200 -1.0000 0.3200 0.4400 -0.0800 -0.4400 -0.6400 -0.7600 -0.8000 -0.9600 0.4800 -0..0000 -0.2800 -0.5600 -0.8000 -0.6000 -0.9600 -1.0000i 50891 8405 :.0.68.00 ~ 0.12.00 -0.3200" -.-0.4800 . -0.8400 -0.4400 -0.7600 -0.9600t-. _._ 0.4000 - 0.3200 0.1200 -0.9600 -0.76.00 -0.6800 -1..0000 0..0000 0.5200 -0.1600 -0.7600 -0.24:00 -0.4000 -0.7200 -0.8400 0.0000 0.3600 • 0.1600 -0.4400 -0.6000 -0.52.00 -0.9200 -0.8400 0.0000 0. 44.00 -0.2400 -0.0400 -0.3600 -0.2400 -0.8800 -0.7600 0.0000 0.2400 -0.0400 -0.6800 0.0400 -1..0000 -0.9600 -1.0000 0..0000 0.6000 0.3600 0.0400 -0.4000 -0.9600 -0.6400 -0.9600 0.0000 0.2400 0.4000 -0.1600 -0.2800 -0.8800 -0.8400 0.0000 0.0000 0.3600 0.2000 0.28.00 -0.1600 -0.7200 -0.8000 0.0000 0..0000 0.4400 0.•0400 0.2400 -0.9200 -0.4400. -1.0000 0.0000 0..0000 0.6000 0.2800 -0.6400 -0.1200 -0.2000 -1.0000 0._0000 0.0000 0.4000 -0.1200 -0.4800 -0.8400 -0.4800 -0.6400 0.0000 0.:0000 0.5200 0.24.00 -0.2400 -0.8800 -0.6000 -0.8000 0.0000 0.0000 a.32aa 0.4800 -0.9200 -0.7600 -0.3200 • -0.8400 0.0000 0..0000 0.2800 0.2400 -0.9600 -0.2000 -0.6800 -0.9600 0.0000 0.0000 0.4800 -0.2800 -0.3600 -0.6400 -0.3200 -0.7200 0.0000 0.0000 0.2800 -0.28.00 -0.8000 -0.5200 -0.9200 -0.4400 0.0000 0.0000 0.3200 0.4800 -0.2000 -0.0000 -0.6800 -0.8800 0.0000 0.0000 0.5600 -0.1200 -0.8800 -0.0800 -0.6000 -0.9200 0..0000 0.0000 0.4000 0.2800 -1.0000 -0.0000 -0.2000 -0.6800 0.0000 0..0000 0.4800 0.04.00 0.1600 -0.0800 -0.9200 -0.6000 0.0000 0.0000 0..6800 0.2000 -0.4000 -0.7200 -0.4400 -0.5200 0.0000 0.0000 0.6400 0.4000 -0.0000 -0.2000 -0.4800 -0.7600 0.0000 0.0000 0.5600 0.36.00 -0.6000 -0.6800 -0.2400 -0.5600 0.0000 0.0000 0.. 6400 0.1600 -0.5200 -1.0000 -0.7200 -0.4800 0.0000 0..0000 0.3600 -0.0400 -0.0000 -0.6800 -0.4000 -0.4800 0..0000 0.0G00 0.5200 0.3200 -0.5600 -0..52.00 -0.5200 -0.5600 0.0000 0.:0000 0. 44.00 0..1200 0.1600 -0.7200 -0.8800 0.0000 0.0000 0..0000 0.0800 -0.13000 -0.7200 -0.1200 -0.3600 0.0000 0.0000 0..0000 0.2400 0.0000 -0.5600 -0.6400 -0.2800 13.GG00 0.-0000 0.0000 0.0000 0..0000 -0.8400 -0.1600 -0.9600 0.0000 0.0000 0..0000 0..0000 0..00a0 -0.2000 -0.2800 -1..0000 0.0000 0.0000 0..0000 0.0000 0.0000 -0.5200 0..0400 -0.7600 0.0000 o. aoco 0.0000 0. 0000 0.0000 -0.4000 -1.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.-0000 -0.7200 -0.2400 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 -0.4000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.7600 0.0000 0.0000 D.0000 0.0000 0. 0000 0.0000 0.0000 -0.3600 0.0000 0.0000 .0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000, 0.0000 o.b000 0.0000 0.0000 .0.0000 D.0000 0..0000 -0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ) ,
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MULTIPLE REGRESSION.....CI035.DAT j I SELECT.ION.....19 TABLE t)F RESIDUALS CASE ND. Y VALUE i. .-0.15100 ; 2 , ' - -•0.23300 ~ -. 3=j ~^~-0.11800 b 1: 0.00000 5 7:F7`7"-:0.38'500 "` 6 -0.04500 7 -0.01100 8 -0.11200 .9 -0.12200 10 -0.13000 11 -0-11100 ` ~ 12 -0.11.100. i ) I 3 ) j Y ESTIMATE RESIDUAL -0,08833 -0.06267 -0.29567 0.06267 -0.05533 -0.06267 . -0.06267 0.06267 -0.32233 -0.06267 -0.10767 , 0.06267 -0.0995.0 0.08850 -0.09950 -0.01250 -D,09950 -0.02250 -0.09950 -0.03050 -0.09950 -0.01.150 -0.09950 -0.01150 50891 8463 ~
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MULTIPLE REGRESSIt)N.....C1035.DAT SELECTION..... 17 ~ TABLE OF RESIDUALS 50891 8471 CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 0.35500 0.24683 0.10817 2 0.178O0 .0.28617 -0..108.17 3 0.31200 0.20383• 0.10817 4 0.22300 0.33117 -0.10817 5 0.4.7300 0.36483 0.10817 ~ 6 0.09.000 0.19817 -0.10817 7 0.2,6100 0.27250 -,0. 01150 8 0.15700 0.27250 -0.11550 ~ 9 - 0.31.100 0.27250 0.03850 i 10 0.22800 0.2725.0 -0.04450 11 0.25b00 0.27250 -0. 01.650 12 0.42200 0.27250 0.14950 J ~ 7 ~ ~ ) ~ ~ 3 ) ~ ~
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2b lln60T0 C1035 / I / r THE C(1LLAYSE COEFFICIEnTS ARt( -0.2 00 -0.0500 300 -O. O 0.0800 0.19'DO 0.D 07 0 ~ 50891 8388 I -0.2547 -0.2130 -0.1712, -0.1295 -0.0i78 -0.0460 -0.0043 0.0374 0.0792 0.1209 0.,0900 -0.3960 0.2700 0.8820 -0.9000 -0.8280 -0.6660 -0.7740 -0.8280 -0.9000 ~ 0.1080 -0.3960 0.4140 -0.6120 -0.5940 -0.5940 -0.9000 -0.7920 -0.8100 -0.8820 0.0720 0.5580 0.5760 0.5760 -0.9000 -0.5220 -0.6480 -0.7560 -0.8460 -0.9000 0.0900 -0.1800 0.5400 0.7920 -0.6660 -0.9000 -0.5940 -0.8100 -0.8640 -0.8640 0.1260 0.3780 0.5220 0.6480 -0.3240 -0.8t320 -0.7920 -0.9000 -0.8820 -0.8820 0.)260 0.3240 -0.2160 -0.7560 -0.4860 D.5360 -D.8.100 -0.8280 . -0..9000 0. 0000 f ' 0.0720 0.0360 0.72.00 0.9000 -0.9000 -0.8640 -0.7740 -0.8820 0.0000 0.0000 D 0.0000 0.0180 0.0720 0.9000 -0.9000 -0.8100 -D.8280 -0.8460 0.0000 0.0000 0.0000 0.0720 0.4680 -0.2700 -0.7920 -0.A680 -0.6840 -0.7020 0.0000 0.0000 0.0000 -0.3420 0.1440 -0.7380 -0.9000 -0.5040 -D.7560 -0.8640 0..0000 0.0000 ~ 0.0000 0.5940 0.0180 --0.7560 0.ct280 -0.7200 -0.8460 0.0000 0.D000 0.0000 0.0000 0.5760 0.7200 -0.4320 -0.7560 -0.7380 -0.8820 0.0000 0.0000 0.0000 0.0000 -0.3780 0.3780 0.8460 -0.6840 -0.7020 -0.7380 0.0000 0.0000 0. 0000 ~ -0..0000 0.1440 0.7920 -0.6660 -0.5760 -0.6120 -0.6300 0.0000 0.0000 0.0000 0.0000 0.2160 -0.4860 0.6660 -0.6120 -0.8460 -0.8640 0.0000 0.0000 0.0000 0.D000 0.3780 -0.0360 -0.4500 -0.9000 -0.7560 -0.7020 0.0000 0.0000 0.0000 ~ 0.0000 0.5940 0.6480 -0.6840 -0.6480 -0.6t340 -0.8640 0.0000 0.0000 0.0000 0.0000 -0.3060 0.7020 0.81•.OO 0.8460 -0.7920 -0.6120 0.0000 0.0000 0.0000 0.0000 0.5940 -A.5760 -0.7560 -0.8640 -0.7740 -0.7200 0.0000 D.0000 0.0000 j 0.0000 0.5940 -0.5940 -0.7200 0.8J00 0.8460 -0.8820 0.0000 0.0000 0.0000 ~ 0.0000 -0.27.00 -0.5580 -0.3600 -0.6300 -0.6660 -0.7200 ,0.0000 0..0000 0.0000 0.0000 0.5040 -0.3240 -0.7380 -0.8820 0.9000 -0.8460 0.0000 0.0000 0.0000 3 0.0000 0.5580 0.6840 -0.7560 -0.8460 -0.6300 -0.7020 0.0000 0.0000 D. 0000 0.0000 0.5220 0.7920 -0.3060 -0.9000 -0.5400 -0.7380 0.0000 0.0000 0.0000 0.0000 -0.3780 0.2880 0.7740 -0.8100 -0.5580 -0.6120 0.0000 0.0000 0.0000 ~ 0.0000 -0.3600 0.3960 -0.7380 -0.4140 0.8820 -0.8280 0.0000 - 0.0000 0.0000 ~ 04000, -0..3600 0..7740 -0.6300 0.8640 0.8640 -0.9000 0.0000 0..0000 O.OG00 0.0000 -0..1260 0.7380 -0.7020 -0.8820 -0.8460 -0.7560 0.0000 0.0000 0.0000 ~ 0.0000 -0.1800 -0.5400 -0.1260 0.7920 0.0000 -0.8100 0.0000 0.0000 0.0000 0.0000 -0.2520 0.6660 -0.3780 -0.8820 0.0000 -0.6300 0.0000 0..0000 0.0000 0.0000 -0.2340 -0.5940 -0.5940 -0.8280 0.0000 -0.7740 0.0000 0.0000 0.0000 ~ 0.0000 0.5760 0.4320 0.8100 -0.9000 O.D000 -0.7920 0.0000 0.0000 0.0000 0.0000 0.2880 -0.2700 0.6840 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.2880 0.2520 -0.2340 O.D000 0.0000 0.0000 0.0000 0.0G00 0.0000 3 0.0000 0.4860 0.41-40 0.0000 0..0000 0.0000 A.0000 0.0000 0.0000 0.0000 0.0000 0.1620 0.7740 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0. 000f1 0.0000- -0.3960 -0.3420 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0..0000 0.0000 0.5580 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.6120 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.b000 4 ' 0.0000 -0.5760 0.0000 0.0000 0.0000 0.0000 0.0000 D.OGGO 0.0000 ~ 0.0000 ~ 0.0000 0.3060 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~, 0.G000 0.3780 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000' 0.0000 -0.6120 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~~ 0.0000 G..OOOo G.DOOO 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 o.0oG0 0.0000 0.0000 0.0000 D.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0..0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.D000 0.00G0 .0.0000 0.0000 >
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LOCUS OF STATIONARY POINT X J 0.1750 X 2 -0.3608 ESTIMATED RESPONSE AT STATIONARY POINT = -0.09040 CANONICAL FORM OF THE RESPONSE FUNCTION ~ Y -YO = ALPHAI*(Wl**2) +ALPHA2*(W2**2) -+ALPHA3*(W3**2) 0.0904 0.1037 -0.0730 A SADDLE POINT IS INDICATED I 7 ) J ) -TRANSFORMATION FROM.ORIGINAL TO CANONICAL VARIABLES .W = M.Z WHERE 2-X-XO AND M IS THE FOLLOWING MATRIX 0.995.6 --0.0935 0.0935 0.99515 +ALPHA4*(W4**2) +ALPHA5*(W5**2) 50891 8458 +ALPHA6*(W6**2) ~
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MULTIPLE REGRESSION..... C1035.DAT SELECTION ..... 22 TABLE OF RESIDUALS ) CASE NO. Y VALUE Y ESTIMATE RESIDUAL 50891 8451 .1 0.43000 0.38533 0.04467. 2 .0.33300 0.37767 -0.04467 ~ 3 0.21500 0.17033 0.044.67 4 0.06400 0.10867 -0.04467 5 0.13200 0.08733 0.04467 ) 6 0.11200 0.15667 -0.04467 7 0.35200 0.22883 0.12317 8 0.18000 0.22883 -0.04883 ~ 9 0.17800 0.22883 -0.05083 10 0.1.7400 0.22883 -0.05483 ~ 11 0.18900 0.22883 -0.03983 ~ 12 0.30000 0.22883 0.07117 ~ ) ) ~ ~ ) 3 ~ ) ~ ~ D , . .. ~ .j , ~ ~ i
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MULTIPLE REGRESSI(1N.....C1(135.DAT l SELECTION..... 23 ) VARIABLE •MEAN STANDARD CORRELATION REGRESSION ._ STD. ERROR COMPUTED NO. DEVIATION X VS Y COEFFICIENT OF REG,COEF. T VALUE 1 0.00000 2 0.00000 3 0.00000 •4 0.24999 5 0.25000 DEPENDENT 0.52222 -0.23567 0.52223 -0.12261 0.26111 0.178.70 0.36925 0.61692 0.36927 0.22362 -0.05254 0.06219 -0.02733 0.06219 0.079b8 0.12438 0.19•451 0.08795 0. 07050 0.08795 -0.84484 -0.43953 n.64059 2.21156 . 0..80162 50891 8449 28 -0.18125 0.11642 INTERCEPT -0.24750 ~ ~ MULTIPLE CORRELATION D.73014 RESIDUAL STD. DEV. 0.10771 STD. ERROR OF MEAN 0.03109 ~ ANALYSIS OF VARIANCE FOR THE REGRESSION 7 SOURCE OF VARIATION DEGREES OF D SUM OF MEAN F VALUE ~ FREE OM ATTRIBUTABLE TO REGRESSION 5 SQUARES 0.07948 SQUARES D.OJ 590 1.37018 DEVIATIDN.FROM REGRESSION 6 0.06961 0.01160 TOTAL 1 1 0.14910 ~ 1 -0.15.761 -0.05254 2 -0.08200 -0.02733 3 0.05975 0.07968 ~ 4 0.29173 0.19451 5 0.10575 0.07050 28 -2.1.7500 -0.24750 ANALYSIS OF VARIANCE F OR THE RE GRESSION ~ SOURCE (1F VARIATION DEGREES OF FREED M SUM OF SQU S MEAN F VALUE O LINEAR REGRESSION 2 ARE 0.01052 SOUAR'ES 0.00526 0.74606 ~ OUADRATIC REGRESSION 3 0.06896 0-.02299 3.25972 LACK OF FIT 1 0.03435 0.03435 4.871-41 REPLICATION ERROR 5 0.03526 0.00705 I TOTAL 11 0. 149J O AVERAGE_OF 6 CENTER POINTS = -0.24750 .. a ~ ~ :a ) I ) ) } J
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MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 21 VARIABLE N0. MEAN STANDARD DEVIATION CORRELATIDN X VS Y REGRESSION COEFFICIENT STD. ERROR ' OF REG,CO.EF. CO?dP.UTED T VALUE 1 0.00000 0.52222 0.17208 0.02512 0.04702 0.53413 50891 8457 2 0.00000 0.52223 0.37570 0.05483 0.04702 1.16618 3 0.00000 0.26111 -0.39.75b ' -0.11605 0.09404 -1.23403 4 0.24999 0.36925 0.20833 0.04300 0.06650 0..64666 5 0.25000 0.36927 0.07106 0.01467 0.0665.0 ' 0.22058 DEPENDENT 26 -0.04825 0.07622 INTERCEPT -0.06267 MULTIPLE CORRELATION 0.61-422 RESIDUAL STD. DEV. 0.08144 STD. ERROR OF .MEAN 0.02351 ANALYSIS OF VARIANCE FOR THE REGRESSION ATTR SOURCE OF VARIATI IBUTABLE TO REGRE ON DEGREES SUM OF MEAN OF FR EED01A SQUARES SQUARES SSION 5 0.02411 0.00482 F VALUE 0.72698 DEVI ATION FROM REGRES SION 6 0.03980 0.00663 TOTA L 1 1 0.06390 I 0.07534 0.02512 2 0.16450 0.05483 3 -0.08703 -0.11605 4 0.06450 0.04300 5 0.0220.0 0.0J467 26 -0.57900 . -0.06267 ANALYSIS OF VARIANCE FOR THE REGR.ESSIDN SOURCE (IF VARIATION DEGREES SUM OF MEAN OF FREEDOM SQUARES SQUARES F VALUE LINEAR REGRESSION 2 0.0.1091 0.00546 1.09582 QUADRATIC REGRESSION 3 0.01320 0.00440 0.88346 LACK OF FIT 1 -0.0149n 0.01490 2.99256 REPLICATION ERROR 5 0.02490 0.00498 TOTAL 11 0.06390 ~ AVERAGEA)F 6 CENTER POINTS = -0.06267 . ~
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MULTIPLE REGRESSION.. ...C 1035.DAT SELECTION.....20 V 50891 8461 ARIABLE JAEAN . STANDARD CORRELATION REGRESSION . STD. ERROR COMPUTED ~ NO. DEVIATI.ON X VS Y COEFFICIENT OF REG.COEF. T VALUE 1 0.00000 _0.52222 -0.30626 -0.04763 0.04430 -1.07531 2 0.00000 0.52223 -0.29470 -0.04583 0..04430 -1..03472 3 0.00000 0.26111 -0.J0580 -0.03291 o.o8859 -0.37147 4 0.24999 0.36925 0.46451 0.10217 0.06265 1.63093 5 0.25.000 0.36927 -.0.32508 -0.07150 0.06264 -1.14138 ~ DEPENDENT 25 -0.08683 0.08122 INTERCEPT -0.09450 ~ MULTIPLE CORRELATI.ON 0.71.644 ~ RESIDUAL STD. DEV. 0.07672 STD. ERROR OF MEAN 0.02215 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF !iF FR D MEAN F VALUE EE OM SQUARES SQUARES ~ ATTRIBUTABLE TO REGRESSION 5 0.03725 0.00745 1.26552 DEVIATLON.FROM REGRESSION 6 0.03532 0.00589 TOTAL 11 0.07256 ) i -0.14289 -.0.04763 2 -0.13750 -0.04583 3 -0.02468 -0.03291 I 4 0.15324 0.10217 5 -0..10725 -0.07.150 25 -1.042 Q0 -0.09450 i ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM .OF MEAN F VALUE OF FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 0.01311 0.00655 0.96064 ~ QUADRATIC REGRESSION 3 .0.024.14 0.00805 t.17928 LACK OF FIT i `0.00120 0.00120 0.17649 REPLICATION ERROR 5 0.03411 0.00682 z~ TOTAL 11 0.07256 AVERAGE-OF - 6+CENTER POINTS = -0.09450 j i ,~ 1)
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LOCUS OF STATIONARY POINT ) X 1 -1.1581 X 2 -0.7061 '~ ESTIJdATED RESPONSE AT STATIONARY POINT ~ 0.11141 CANONICAL FORM OF THE RESPONSE FUNCTLGN 9 Y -Y0 = ALPHAI*(Wl**2)- +ALPHA2*(W2**2) +ALPNA3*(W3**2) 0.1 1 14. 0.0496 ---D. 02 66 A SADDLE. POINT IS INDICAT.ED ;iTRANSFI)Rl(ATIOIrI FROM ORI'GINAL TO' .CA.NONI.CAL YARIABLES W= IdZ. - WHERE Z=X-XO AND M IS THE F.OLLOWING MATRIX 0.246J =` 0.9692 0.9b92 r0.246.1 D ) I D J 3. i ~ ,50891 8466 +ALPHA4*(W4*t2)• +ALPHA5*(W5**2) +ALPHA6*(W6**2) I ) , .~
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-1 1 12 k I'GBA C 1035 / 1 ) TNE COI1.A!'St COEFFICIENTS ARE( 4.65D0 0.29ff0 -0.1100 -0.2-900 -0.3400 ~ -0.1900 50891 8418 3.7726 3.8888 4.0050 .4.1212 4.2374 4.3536 4.4698 4.5860 4.7021 4.8183 -0.9GD0 -0.90G0 -0.7920 -0.6300 -0.7740 -0.1980 -0.3240 -0.1800 0.2520 0.8100 ) -0.9000 -0.8820 -0.8100 -0.8640 -0.5760 0.8820 -0.3960 -0.0000 0.4320 0.8280 -0.8820 -0.8640 -0.8640 -0.6120 0.5760 0.2340 -0.2340 -0.1260 0.9000 0.8100 -0.9000 -0.8460 -0.8820 -0.7380 -0.7200 -0.5760 -0.4140 0.0720 0.3960 .0.7920 ~ -0.23t320 -0.8280 -0.77,40 -0.810G -0.7200 -0.54.00 0.5760 -0.1440 0.2340 0.7920 ~. -.0.8640 -0.8100 -0.8280 -0.6480 -0.5220 -0.2880 -0.27.00 -0.0720 0.1080 0.8460 0.0000 -0.7920 -0.9000 -0.5940 -0.7740 -0.5040 -0.3420 -0.1440 0.4140 0.0000 ~ 0.0000 0.0000 -0.7560 -0.9000 -0.7020 -0.5580 0.2700 0.8100 0.5940 0.0000 0.0000 0.0000 -0.8460 -0.5760 0.7020 0.4500 -0.4140 -0.1800 0.3780 0.0000 0..0000 0.0000 -0.7380 -0.7740 -0.7560 -0.54.00 -0.1260 0.4500 0.2700 0.0000 ) 0.0000 U.0000 -0.9000 '-0.8820 0.8640 -0.4140 -0.0360 0.5400 0.4500 0.0000 J 0.0000 0.0000 -0.8460 -0.9000 0.8100 -0.3420 -0.3600 -0.1620 0.1620 0.0000 0.0000 0.0000 -0.7200 -0.9000 0.1560 0.7200 -0.3240 0.7560 0.2160 0.0000 ) 0.0000 0.0000 -0.7020 -0.7200 -0.6480 -0.4860 -0.0180 -0.1080 0.1080 0.0000 ) 0.0CG0 0.0000 -0.6840 -0.8640 -0.7560 -0.5220 0.3960 -0.0540 0.2520 0.0000 0.0000 0.0000 -0.7020 -0.8820 -0.7740 -0.5940 0.6480 -0.1080 0.36G0 0.0000 ~ 0.0OOG 0.0000 -0.7200 -0.6660 -0.6300 0.36.00 -0.4140 0.6300 0.1260 0.0000 0.0000 0.0000 -0.8280 -0.9000 -0.7740 0.5940 -0.2 880 0.4320 0.1080 0.0000 0.O0GG 0.0000 0.0000 -0.8460 -0.6120 0.6660 -0.4140 -0.0720 0.1800 0.0000 ~ 0.0000 0.0000 0.0000 -0.8820 -0.5040 -0.5940 0.2520 0.2340 0.6840 0.0000 ~ 0.0000 0.0000 0.0000 -0.7920 -0.6840 0.5220 -0.3960 0.8640 0.1080 0.0000 0.0000 0.0000 0.0000 -0.82d0 -0.7740 0.8280 -0.2700 -0.1800 0.4680 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 -0.7740 -0.4320 -0.4140 0.2520 0.2160 0.0000 0.0GG0 U.0000 0.0000 0.0000 -0.7380 -0.3960 0.5040 -0.0360 0.1080 0.0000 0.0000 0.0000 0.0000 0.00D0 -0.7740 -0.4860 0.7020 -0.1620 0.2700 0.0000 ~ 0.0000. U.0000 0.0000 0.0000 .-0.5400 -0.4320 -0.4140 0.2160 0.3420 0.0000 0.0000 0.0000 0.0000 0.00:00 -0.7740 --0.5580 -0.1980 0.0540 0.7380 0.0000 0.GOG0 0.0000 0.0000 0.0000 -0.4860 .0..7740 -0.4140 0.2700 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 -0.7380 -0.5940 . -0.4140 0.6840 0.0000 0.G000 0.0000 0.0000 0.0000 0.OG00 -0.6120 -0.5940 -0.1800 -0.1800 .0.0000 0.0000 0.0000 0.0000 0.00;00 10.0000 -0.4680 • 0.2160 0.2880 -0.1620 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 -0.5940 -0.4680 0.4140 -0.1260 0.0000 0.0000 U.0000 0.0000 0.0000 0.0000 -0.4500 -0.5760 -0.3960 -0.0540 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.7020 -0.6120 0.8640 0.1980 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 -0.7560 -0.6120 -0.3780 0.9000 0.0000 0.0000. ~ 0.0000 0.0000 0.0000 0.0000 0.6480 -0.5220 0.4860 0.5580 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6480 0.3420 -0.3780 0.0.900 0.0000 0.0000 ~ 0..0000 0.0000 0.GG00 0.0000 -0.7380 -0.5760 -0.3600 0.2880 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.7560 -0.1800 -0.0000 0.7020 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.7380 -0.2160 -0.1800 0.6120 0.0000 0.0000 ~ i 0.0000 0.0000 0.0000 0.00,00 -0.5580 -0.5040 -0.1620 -0.0360 0.00G0 0.G000 0.GG00. ~ 0.0000 0.0000 0.0000 0.0000 0.0000 -D.3780 -0.1800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.3420 -0.0900 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0GD0 -0.3780 0.1800 0.0000 0.0000 0.0000 G.G000 0.G000 0.0000 0.00G0 0.00G0 -0.3060 -0.1620 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.1440 -0.1800 0.0000 0.0000 ~ 0.0000 0.0000 _ 0.0000 0. 0000 0.0000 0.DO0G -0.0540 0.0000 0.0000 0.0000 J ) ,
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> ) j ) ? LOCUS OF STATIONARY POINT X I 0.0837 X 2 -0.1609 ESTIMATED RESPONSE AT STATIONARY POINT = 0.12751 50891 8474 CANONICAL FORM OF THE RESPONSE FUNCTION Y -Yo = ALPHAI*(WJ*+t•2) -+ALPHA2*(W2**2) +ALPHA3*(W3**2) +ALPHA4*(W4,t,t2) +ALPHA5*(W5*t2) +ALPHA6*(W6ir*2) -0.1275 0.1501 -0.d)555 A SADDLE POINT IS INDICATED TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= 1(Z WHERE Z=X-XO 'AND M IS 171E FOLLOWING MATRIX .0.6178 0.7863 0.7863 -0.6178 1 ) I J a k i ) ~
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MATRIX OF CORRELATIONS BETWF.EN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 I 1.000 0.000 0.000 0.000 0.000 50891 8472 2. 0.000 1.000 0.000 0.000 0.000 3 0.000 0.000 1.000 0.000 0.000 4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 ) i .)
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MULTIPLE REGe7ESSI0N..... C1U35.DAT SELECTION.....18 50891 8469 VARIABLE MEAN STANDARD CORRELATION REGRESSION STD. ERROR COMPUTED N0. DEVIATION X VS Y COEFFICIENT OF REG,COEF. T VALUE 1 0.00000 0.52222 -0.320I7 -0.05167 0.o3038 -.1.70a06 2 0.00000 0.52223 0.78999 0.12750 0.03038 d.19728 3 0.00000 0.26111 0.11268 0.03637 0.06076 0.59870 ~ 4 0.24999 0.36925 -0.09639 -0.02200 0.04296 -0.51211 5 0.25000 0.36927 0.19716 0.04500 0.04296 1.04750 DEPENDENT 23 0.11675 0.08429 INTERCEPT 0.11100 MULTIPLE CORRELATIDN 0.88738 RESIDUAL STD. DEV. 0.05261 STD. ERROR OF .MEAN 0.01519 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE - OF FREEDOM SQUARES SQUARES ATTRIBUTAB LE TO REGRE SSION 5 0.06153 0.01231 4.44575 DEVIATION FROM REGRES SION 6 0.0166.1 O.On277 TOTAL 11 0.07814 1 2 -0.15501 0.38250 -0.05167 0.12750 3- 0.02728 0.03637 4 -0.03300 -0.02200 5 0.06750 0.04500 23 1.40100 0..11100 ANALYSIS ()F VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 0.05,678 D.02839 8.58415 QUADRATIC REGRESSION 3 0.00476 0.00159 0.47933 ) LACK OF FIT i 0.00007 0.00007 0.02222 REPLICATION ERROR 5 0.0165-4 0.00331 TOTAL 11 0.07814 >> AVERAGE OF 6 CENTER.POINTS = 0.111r)0 . . a ) ~
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l MULTIPLE REGRESSION..... C1U35.DAT ) SELECTION..... 24 ~ 5e891 8445 ~ VARIABLE MEAN NO. STANDARD CORRELATION DEVIATION X VS Y REGRESSION COEFFICIENT STD. ERROR OF REG,COEF. COMPUTED T VALUE 1 0.00000 0.52222 0.45978 2.58661 0.71503 3.61749 2 0.00000 0.52223 -0:74245 -4.17667 0.71501 -5.&4144 3 A.00000 0.26111 -0.04926 -0.55427 1.43005 -0.38759 4 ,0.24999 0.36925 -0.247b.2 -1.970J2 1.0.1123 -1.94824 5 0.25000 0.36927 -0.27695 -2.20333 1.01117 -2.17899 ) .DEPENDENT 29 65..15000 2.93.7B4 ' INTERCEPT 66.1.9333 ~ MULTIPLE CORRELATION 0.95030 =p d,903 1 RESIDUAL STD. DEV. 1.23843 i STD. ERROR OF MEAN 0.35750 ) ANALYSIS OF VARIANCE FOR THE REGRESSION ~ I SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES ~ ATTRIBUTABLE TO REGRESSION 5 . -85.73780 17.14756 11.18052 ~ DEVIATION FROM REGRESSION 6 9.20220 1.53370 TOTA L 11 94.94000 ~ I 7.75936 2.58661 2 -12.53000 -4.17667' 3 -0.41568 -0.55d27 ~ 4 -R.95483 -1.97012 5 -3.30500 -2.20333 29 781.80001 66.19333 ANALYSIS OF VARIANCE FOR THE REGRESSION ; SOURCE OF VARIATION DEGREES - SUTA OF MEAN F VALUE OF FREEDOM SQUARES SQUARES LI.NEAR REGRESSION 2 72.40403 36.20202 20.12807 QUADRATIC REGRESSION 3 13.33378 4.44459 2.47116 LACK OF FIT 1 `0.2092.7 0.20927 0.11635 REPLICATION ERROR 5 8.99292 1.79858 . TOTAL 1 1 94.94000 AVERAGE"OFr-6 CENTER POINTS = 66.19333 1) J J J
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t MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 1 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 0.000 0.000 50891 8Q80 3 0.000 0.000 1.000 0..000 0.000 ~ 5 0..000 0.0 0.00 0.000 ' 01.00~0 ) ~ ~ ~ j j j
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MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 19 VARIABLE MEAN SI'ANDARD CORRELATION REGRESSION ... STD. ERROR COMPUTED 50891 8465 NO. DEVIATION X VS Y COEFFICIENT OF REG.COEF. T VALUE 1 0.00000 0.52222 0.11621 0.02281 0.04298 0.53059 2 0.00000 ; 0.52223 -0.06539 ' -0.01283 0.~04298 -0.29858 3 0.00000 0.26111 -0.66931' -0.26270 0.08596 -3.05596 4 0.2499.9 " 0.36925 , -0.48883 -0.135b7 0.06079 -2.23195 5 0.25()00 0.36.927 0.,0864B 0.02-400 0.06078 0.3948•4 DEPENDENT 24 -0.12.742 0.10248 INTERCEPT -0.09950 MULTIPLE CORRELATION 0.84391 RESIDUAL STD. DEV. 0.07444 STD. ERROR OF MEAN - 0.02149 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM, ATTRIBUTABLE TO REGRESSION 5 SQUARES 0.08228 SQUARES 0.01646 2.96941 DEVIATION FROM REGRESSION 6 0.03325 0.00554 TOTAL iJ 0.11553 1 0.06841 0.02281 2 -0.0385.0 -0.01283 3 -0.19701 -0.26270 d -0.20349 -0.13567 5 0.03600 0.02400 24 -1.52900 -0.09950 ANALYSIS OF VARI-ANCE F OR THE REGRESSIO N SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM LINEAR REG,RESSIIIN 2 SQUARES 0.00205 SQUARES (}.00103 0.53004 QUADRATIC REGRESSION 3 0.08023 0.0267d 13.79989 LACK OF.FIT I 1 0.02356 0.02356 12.15887 REPLICATION ERROR 5 0.00969 0.00194 TOTAL II 0.11553 AVERAGE UF' 64CENTER POINTS = -0.09.950 t ) 1 1) > )
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) j MULTIPLE REGRESSION..... C1035.DAT SELECTION ..... 15 TABLE OF RESIDUALS 50891 8419 7 CASE N0. Y VALUE Y ESTIMATE RESIDUAL 1 0.04300 0.02900 0.01400 2 0.02200 0.03600 -0.01400 ~ .3 0.04300 0.02900 . 0.01400 4 -0.06400 -0.05000 -0.01A00 5 -0.02200 -0.03600 0.01400 ) 6 0.02200 0.03600, -0.01400 7 0.09100 0.00967 0.08133 8 0.02200 0.00967 0.01233 ) 9 • 0.08900 0.00967 0.07933 ~- 10 -0.01100 0.00967 -0.02067 II -0.11.100 0.00967 -0.12067 3 12 -0.02200 0.00967 -0.031.67 ~ ~ I I ) 3 3 ) , ) D ~ ~
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MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 17 50891 8473 VARIABLE MEAN STANDARD CORRELATION REGRESSION STD. ERROR COMPUTED NO. DEVIATIt1N X VS Y COEFFICIENT OF REG,COEF. T VALUE 1 0.00000 0.52222 -0.10016 .-0.02107 0.07809 -0.26987 2 0.00000 0.52223 -0.20041 -0.04217 0.0.7809 -0.53999 3 0.00000 0.26111 0.34163 0.14376 o.15618 0.92051 .~ 4 0.24999 0.36925 -0.05993 -0.01783 0.11044 -0.16149 5 0.2500.0 0.36927 0.05545 O.n165n 0.11043 n.14941 DEPENDENT 22 0.27217 0.10988 ,' . INTERCEPT 0.2 7250 MULTIPLE CORRELATION 0.41662 RESIDUAL STD. DEV. 0.13525 STD. ERROR OF MEAN 0.03904 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF R OF MEAN l F VALUE F EEDOM SQUARES SQUARES ATTRIBUTABLE TO REGRESSION 5 0.02305 0.00461 n.25203 DEVIATION FROM REGRESSION 6 0.10976 0.01829 TOTAL 11 0.13281 1 -0.06322 -0.02107 2 -0.12650 -0.04217 3 0.10782 0.14376 4 -0.026.75 -0.01783 5 0.02475 0.01650 22 3.26600 0.27250 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 0.00667 0.00333 0.42131 QUADRATIC REGRESSION 3 0.01639 0.00546 0.69037 ) LACK OF FIT 1 0.07020 0.07020 8.87318 REPLICATION ERROR 5 0.03956 0.007,91 TOTAL Ii 0.13281 AVERAGE OF` 6,"CENTER POINTS = 0.27250 i 1 D
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, MATRIX OF CORRFLATIONS BFTWFEN INDEPENDENT VARIABLES ~ ) VARIABLE 1 2 3 4 5 ) 1 1.000 0.000 0.000 0.000 0.000 50891 8468 2 0.000 1.000 0.000 0.000 0.000 3 0.000 0.000 1.000 0.000 0.000 3 4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 D.000 1.000 3 7 I 3 D ) a J 0 J !
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} THE COLLAPSE COEFFICIiNTSAAgr11035 4.9400 -0.0200 0.5100 -0.2200 -0.2900 -0.0400 ~ .a. 50891 8421 1 ~ 3.9751 4.1400 4.3049 4.4698 4.6347 4.7996 4.9646 ..5.1295 5.2944 5.45.93 -0.9000 -0.7920 -0.4320 -0.0720 -0.5400 .0.7560 0.1800 0.1620 0.2700 -0.4500 l ~ -0.8820 -0.6480 -0.8640 -0.4860 .0.4140 -0.1800 0.5040 -0.4320 0.3420 -0.3780 -0.8640 -0.8820 -0.3000 -0.6120 0.5940 0.3960 -0.3060 0.3420 0.1800 -0.4320 -0.9000 -0.7020 -0.6660 0.7740 0.7020 0.2880 0.4140 -0.7560 0.3060 -0.3960 ~ -0.8460 -A.8460 -0.4860 0.8640 -0.4680 -0.6660 0.5760 0.5940 0.0540 -0.4140 -0.8280 -0.7380 -0.6120 0.5400 0.5220 0.4080 -0.6300 0.2340 -0.8820 -0.3600 i G..0000 -0.7560 -0.7200 -0.1800 -0.0540 0.81.00 0.5400 0.0720 -0.0540 -0.4680 ~ 0.0000 -A.6840 -0.3060 -0.3420 -0.7920 0.8280 0.6660 -0.6660 0.1260 -0.4860 0.D000 -0.8280 -0.2880 0.0540 0.8460 -0.3240 0.7740 0.6120 -0.2880 0.0000 0.0000 -0.6300 -0.5580 0.90.00 -0.1980 0.3060 -0.5400 0.0540 -0.3060 0.0000 ) 0.0000 -0.9000 -0.8100 0.0720 0.6480 0.6660 0.7920 0.5220 -0.5580 0.0000 ~ 0.0000 -0.8100 -0.7740 -0.27.00 0.9000 -0.5940 0.8820 -0.5760 -0.7920 0.0000 0.0000 -0.6660 -0.5400 .0.6480 -0.6120 -0.7920 0..2880 0.4860 -0.5760 0.0000 ) 0.0000 -0.7740 -0.3780 0.7200 -0.7380 -0.5040 0.36.00 -0.4500 -0.7020 0.0000 ) 0.0000 -0.7200 -0.5040 -0.4140 -0.0720 0.5760 0.6120 -0.5580 -0.2700 0.0000 0.0000 -0.8640 -0.7560 0.8280 -0.3060 -0.4140 -0.4500 0.2880 -0.3240 0.0000 ~ 0.0G00 -0.7200 -0.5940 0.5220 0.7380 -0.1980 0.7560 0.6300 -0.2520 0.0000 0.0000 -0.8640 -0.8280 0.6300 -0.8460 -0.3060 0.8100 0.5400 -0.0360 0.0000 0..0000 0.0000 -0.4140 -0.6660 0.4320 0.6300 . -0.4320 -0.1800 -0.3420 0..0000 ~ 0.0000 0.0000 -0.7020 -0.5580 0.3960 0.7020 0.4680 -0.1620 0.0000 0.0000 0.0000 0.0000 -0.6480 0.5580 -0.2880 0.5400 0.8640 -0.1980 0.0000 0.0000 0.0000 0.0000 -0.4500 0.7020 -0.3780 -0.1620 -0.7920 -0.1440 0.0000 0.0000 ) 0.0000 0.0000 -0.9000 -0.8820 0.8100 -0.7380 0.6840 -0.8460 0.0000 0.0000 0.0000 0.0000 -0.3420 -0.:0900 0.8820 0.5220 -0.3240 0.4320 0.0000 0.0000 0.0000 0.0000 -0.8820 0.0000 -0.3960 -0.4320 0.io20 -0.2160 0.0000 0.0000 j 0. GG00 0..G000 -0.2700 0.0000 -0.9000 0.4140 -0.72.00 -0.1260 - 0.0000 0.0000 0.0000 0.0000 -0.3240 0.0000 -0.1800 0.0000 0.2700 -0.4140 0.0000 0.0000 0.0000 0.0000 -0.4680. 0.0000 0.0000 O.G000 -0.2.880 .0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 • 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 ~ 0.0000 0.0000 0.0G00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 .0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. 0000 0.0000 0.0000 0.0000 0.0G00 0.0000 0.0000 0.0000 0.0000 o.A000- 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000- 0.0000 0.0000 0.0000 u.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.G000 0.0000 O.00ao o .-00p4 ~- 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 : 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 , 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.G0G0 G.0000 0.00a0 0.0000 0.0000 :~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 .0.0000 0.0000 0.A000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 1 0. 00G0 0.0000 0.0000 0.OGG0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ J ~
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~ 7 kSTK C1035 / o" THE IULLAPSE COEFFICIE(vTS AFtE( 3.8D00 -0.1-20G 0.5100 0.120r 0.0400 -0.1600 I 50891 8433 2.9464 3.0837 3.221.1 3.3584 3.4957 3.6331 3.7704 3.90.77 4.0451 4.1824 0.90:00 0.3600 -0.1080 -0.7380 -0.6300 -0.7740 0.2700 -0.2700 -0.1620 -0.9000 j 0.8820 0.1980 0.5220 0.4500 -0.1620 0.4680 0.0720 0.7740 0.0720 0.9000 0.8640 0.5400 -0.3600 0.10zt0 -0.d280 -0.2160 -0.0900 0.3060 -0.3240 -0.8820 0.8460 0.7380 0.3420 0.2700 0.5040 0.7380 -0.2340 0.7560 -0.5760 0.8820 ~ 0.8280 .0.7200 0.1800 -0.1800 0.3060 0.2520 -0.8820 0.1920 -0.8460 -0.8640 0.8100 0.5220 -0.2340 -0.3060 -0.5220 -0.3420 -0.5940 -0.9000 0.0900 0.8640 ~ 0.0000 U.0000 0.7200 -0.0360 0.7560 0.0720 0.5220 -0.5220 -0.4680 -0.9000 ~ 0..0000 0.G0.00 0.7380 0.6660 -0.4140 -0.5760 -0.7920 -0.7200 0.0540 0.0000 0.0000 0.0000 0.0360 0.6480 -0.2880 -0.8640 -0.4860 -0.1260 -0.4500 0.G000 0.0000 0.0000 0.0180 0.9000 0.1260 -0.0720 -0.3600 0.0540 -0.6660 0.0000 ) 0.0000 0.0000 0.5040 -0.4140 -0.0)80 0.7560 0.5400 0.7380 -0.1800 0.0000 G..GG00 0.0000 0.3240 -0.6300 0.7380 -0.4680 0.2880 -0.3960 -0.7740 0.0000 G.GGGG 0.0000 0.1o20 -0.8280 -0.7380 0.7200 -0.7020 0.8100 -0.1440 0.0000 ) 0.0000 0.0000 0.5400 -0.5400 0.5220 0.4500 0.5040 -0.6300 -0.3420 0.0000 } 0.0000 0.0000 0.7020 -0.5220 0.1440 0.0900, 0.2520 0.0720 -0.7560 0.0000 G.b0G0 0.0000 -0.2520 0.4320 -0.0360 -0.0900 0.0900 0.2860 -0.6840 0.0000 ~ 0.0000 0.G00G -0.1260 0.2520 0.7740 0.27.00 -0.6840 . -0.8100 0.1080 0.0000 0.0000 0.0000 0.0000 -0..0540 0.2880 -0.6840 0.5580 0.a280 0.0360 0.0000 0.0000 G..0000 G..G000 0.0900 0.4860 0.4860 -G.3780 0.7200 -0.5580 0.0000 ~ 0.0000 0.0000 0.0000 -0.6480 0.3240 -0.6660 -0.1080 0.3240 -0.3060 0.0000 0.0000 0.0000 0.0000 0.4680 -0.7200 0.7740 0.0540 -0.1080 0.1260 0.0000 0.0000 0.0000 0.0000 -0.1620 0.7200 -0.4500 0.9000 0.8460 -0.8640 0.0000 1 G.OGGO 0.0000 0.0000 -0.4320 -0.3060 0.2340 -0.2520 0.7020 -0.1260 0.0000 0.0000 U.0000 0.0000 -0.8460 -0.3960 -0.2340 -0.4680 0.8640 -0.1980 0.0000 0.0000 0.0000 0.0000 -0.2880 -0.1800 -0.3600 -0.0720 -0.4140 -0.5940 0.0000 } 0.0000 0.0000 0..0000 0.8820 -0.1440 -0.5580 -0.2160 0.8820 O.G18G 0.0000 O.OG00 0.0000 0.0000 0.6840 0.1080 0.7020 -0.5760 0.9000 -0.4860 0.0000 0.0000 0.0000 0..0000 0.28ii0 -0.54.00 0.0540 0.8820 0.6840. -0.4320 0.0000 ~ 0.0000 0.0000 0.0000 0.6300 -0.0000 -0.1980 0.4860 -0.6120 0.1440 0.0000 0.0000 0..G000 0..0000 0.1260 -0.7920 0.4320 0.5760 0.2700 -0.3000 0.0000 0.0000 0.0000 0.0000 -0.01z30 0.5400 -0.8820 0.3060 -0.2880 -0.6480 0.0000 ) 0.0000 0.0000 0.0000 -0.1980 -0.2700 0.5040 -0.7740 -0.5040 -0.2880 0.GGG0 0.0000 0.0000 0.0000 -0.7560 -0.6120 0.7920 0.2340 0.0360 -0.8280 0.0000 G.0000 0.0000 D.G000 0.4140 -0.-6480 -0.0540 -0.3420 -0.2520 -0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.0000 -0.5040 -0.3240 0.8640 0.3420 0.0000 0.0000 0.0000 0.0000 0.G00G 0.0000 0.4680 0.2880 -0.8040 -0.8280 0.GG00 0.0000' 0.0000_ 0.0000 0.0000 0.0000 -0.4320 -0.7560 -0.5040 0.0900 0.0000 0.0000 ~ 0.0000 0.G0GG 0.0000 0.0000 -0.8100 -0.7920 -0.6120 0.6660 0.0000 0.0000 ~ 0.0000 0.0000 0.00.00 0.0000 0.7020 0.1080 0.1080 -0.1440 0.0000 0.0000 0.-O0,G0 a 0.0000 0.0000 0.0000 0.1620 0.6840 0.0360 -0.7380 0.0000 0.G000 ~ 0.0000 . 0.0000 0.0000 0.0000 0.27GG -0.5940 -0.9000 0.6480 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.00.00 -0.8460 -0.1080 -0.8100 -0.0900 0.0000 0.0000 0.0000 0.0000 0.G000 0.0000 0.3420 -0.4660 0.5940 .-0.3780 0.0000 0.0000 ;~ 0.0000 0.0000 0.000G 0.0000 -0.0540 0.2160 0.4680 0.2520 0.0000 0.0000 0.0000 0.0000 0.0000 0.GGOO -0.9000 -0.8460 0.8460 -0.5400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.1260 0.3600 0.0000 0.0000 j U.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 J ~ ,
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES ~ VARIABLE J 2 3 4 5 3 I 1.000 0..000 0..000 0.000 0.000 2 0.000 1.000 0.000 0.000 0.000 3 0.000 0. 000 a . ono 0. 000 0.000 ~ .4 0.000 0.000 0..000 1.000 0.000 5 0.000 0.000 . 0.000 0.000 1.000 D 3 j 50891 8484 1-
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CCCCCCCCCCCC Ill 000000000 333333333 555555555555555 CCCCCCCCCCCC lll 000000000 333333333 555555555555555 ) CCCCCCCCCCCC 00Q0000(X) 333333333 555555555555555 CCC 111111 U(M) GQO 333 333 555 CCC Illlll 000 0(X) 333 333 555 ) CCC 111111 000 000 333 3 33 555 CCC ill 0(M) 0Q0 333 555555555 50891 8437 CCC 0(x) 000 333 555555555 ~ CcC II1. 0(x) 000 333 555555555 CCc 111 00() 000 333 555 CCC i l l 000 0(X) 333 5 5 111 0(X) 00() 333 5 555 CCC 111 0(x) 0(X) 333 555 CCC 1.1 1 000 0(X) 333 555 ~ CCC itI 000 OQC) 333 555 CCC 1.1 1 0(X) 0(X) 333 333 555 555 CCC 111 000 OQ)0 333 333 555 555 CCC 1.1 1 0(X) 0(X) 333 333 555 555 CCCCCCCCCCCC 111111111 0D0U000(X) 333333333 555555555 CCCCCCCCCCCC 1111111.11 nnOUO00(b 333333333 555555555 3 CCCCCCCCCCCC 111111L11 0000000(X) 333333333 555555555 ~ RRRRRRRRRRRR TTTTTTTTTTTTTTT. 111 111 ~ RHRRRRNRRHRk PTT T TTTTTTTTTTT IaI lIl RRRRRRRRRRRR TTT ITTTTTT T TTTT' 1.1 1 Ili RRR RRR TTT 1111'11 111111 +~ RHk RRH TrT I l l l.l t lllill RRR RRR rrr 1111.11 111111 RRR RRR TTT 1.1 1 lll ~ RRR RRR TTT lll Iil kkH • RRR TTT i.l l 111 RRRRRRRRRRRR rTT 1.1 1 lll ) RHRRRRRRRt?RR RRRRRRRRRRRR rrr TTT lll I11 Ill RRR RRR r1T l.l l 111 ) RRR RRR RkR RRR rrr TTT IJ1 111 ill RRR RRR 7"TT^ . 1.1 1 111 ~ RRR RRR RRH RRR ~ ~ 111 'I'I i' L11 l.i l IIl RRrt RRR TTT 111111111 1111111.11 ~ RRR RRR rI-T 111111111 I11111111 j RRR RRR TTT lilllllii 111I11111 ) ~ *STARf* JOB C1035 REQ #dl FOR MDD.HARJMAtv DATE 9-MAR-d2 ds44:23 HOST= R. J. R. T 0 B A C C 0 - SYSTEM "A++ TIMESHARE, TOP *STAR FILE MIS7=<MDDrQMGv(RK>CI035.RT1.1, CREATED= 5-MAk-t32 15940446, PRINTEDs 9-MAR-82 t3s44:34 JOd PARArdt-TER~: REQUEST CREATED= 9-MAR-82 8si2=05, PAGE LIMIT:639, r'ORMSiNORMAL, ACCOUNTjM.QM ~ FILE 1'ARAMETE S-: COF'Y= I OF 1, SPACING=SINGLE FILE fOrtMAT=FDRTRAN PRINT MODE=ASCII -) 1 -~
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9 HHAHS C1035 THc COLLAYSt COEFFICIENTS ARE( 3.3800 -0.2 00 0.3b00 O.IbDO 0.0100 -0.1100 ~ 50891 8427 2.5311 2.6651 2.7991 2.9331 3.0671 3.20.11 3.3351 3.4691 3.6031 3.7371 0.9000 0.8460 0.3780 -0.A000 0.3960 -0.3060 -0.2520 -0.0900 -0.3060 -0.9000 ) 0.B820. A.5760 0.5040 0.0540 -0.2160 -0.1080 -0.0000 -0.8460 -0.1800 -0.9000 0.8640 0.7740 0.7020 0.3420 0.2160 0.1080 0.0540 0.3060 0.2520 -0.9000 0.8460 0.6480 0.6300 -0.0540 0.8820 -0.6660 0.7020 -0.4140 -0.7380 -0.9000 ~ 0.9G00 0.7020 0.7740 0.4680 0.5220 0.3420 0.4140 0.8640 0.1260 -0.9000 i. 0.8280 0.7200 0.3240 0.1080 0.5940 0.5400 0.2880 0.5940 -0.0360 -0.8820 0.0000 0.6300 0.8460 0.5940 -0.3600 0.7560 -0.0540 -0.8100 -0.0900 -0.8820 ~ 0.0000 0.0000 0.2520 0.6660 0.2700 -0.0540 -0.7740 -0.8820 -0.7020 -0.8820 0.0000 0,G000 0.4320 0.8820 -0.1620 0.1620 0.1080 -0.2340 -0.9000 0.0000 0.0000 0.0000 0.5760 0.1620 0.8100 0.0540 -0.5220 0.1260 0.1800 0.0000 i 0.0000 0.0000 0.5580 0.7380 0.1620 -0.0000 0.8640 -0.5400 -0.3420 0.0000 0.0U00 0.0000 0.4500 0.8100 0.6660 0.d280 0.4860 0.1800 0.0720 0.0000 0.0000 0.0000 .G.t3280 0.2860 -0.2700 0.4680 0.6300 -0.3240 0.0180 0.0000 y 0.0000 0.0000 0.9000 0.3960 0.7380 0.6120 -0.8100 -0..7740 -0.8640 0.0000 0.0000 0.0000 0.2700 0.5220 -0.1080 0.6840 -0.6120 -0.0360 -0.2700 0.0000 0.0000 0.0000 0.7560 0.2160 0.1080 -0.1620 -0.6480 G.o840 -0.2160 0.0000 ~ 0.0000 0.0000 0.3060 0.5400 0.3420 -0.3960 0.5580 0.7740 -0.6660 0.0000 0.0000 0.0000 0.6480 0.4140 0.4680 -0.4500 -0.1080 0.5220 -0.7740 0.0000 0._0000 U.G00G 0.6840 0.7920 0.4500 -0.5400 .-0.3420 0.3760 -0.3780 0.0000 ~ 0.0000 G.00G0 0.0000 0.2340 -0.0540 -0.5760 0.1620 0.0720 -0.1260 0.0000 0.0000 0.0000 0.0000 0.8640 0.0540 0.2880 -0.4320 -0.5760 0.1980 0.0000 0.0000 U.0000 0.0000 0.7200 0.7200 0.2160 -0.3960 0.0180 0.0540 0.0000 ~ 0.0000 0.G000 0.0000 0.2700 -0.0000 -0.2520 0.7920 -0.1440 -0.1440 0.0000 0.0UG0 0.0000 0..0000 0.6480 0.3240 0.4140 -0.1980 0.4500 -0.6300 0.0000 0.0000 0.0000 0.0000 0.6120 -0.3060 -0.4860 0.7740 -0.7380 -0.4140 0.0000 ~ 0.0000, 0.00G0 0.G0G0 0.1800 0.7920 -0.3o00 0.3420 0.2520 -0.00G0 0.0000 0.0000 0.G000 0.0000 0.45.00 0.0360 -0.6300 -0.4860 -0.4500 0.2340 0.0000 0.0000 0.G000 0.0000 0.1260 -0.0180 -0.2160 0.2340 0.7560 -0.5040 0.0000 ~ 0.0000 0.0000 0.0000 0.3600 0.6480 0.9000 ' -0.7380 0.2340 0.1080 0.0000 0.0000 0.0000 0.0000 0.3240 0.0900 0.3960 -0.3060 -0.2880 -0.4680 0.0000 0.0000 0.0000 0.0000 0.6840 -0.0720 0.8460 -0.1o20 0.6660 -0.5400 0.0000 ~ 0.0000 0.0000 0.0000 0.5760 -0.3240 0.6660 -0.8460 0.4320 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.4860 0.8640 0.2700 0.3600 -0.7020 0.0000 0.0000 0.0000 0.G0GG 0.0000 0.9000 0.5760 0.2340 0.8820 -0.5040 -0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.0720 0.1440 0.5940 0.2160 -0.1800 0.0000 0.0000 ) 0.0000 0.0000 0.0000 -0.01t30 -0.1260 -0.1980 0.5400 -0.6120 0.0000 0.0000 0.0000. 0.0000 0.0000 0.0360 0.2880 0.7380 0.6120 0.5040 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 -0.0360 0.5400 0.4860 -0.6840 0.8820 0.0000 0.A000 ) 0'.0000 0.0000 0.0000 0.0180 0.9000 -0.3420 -0.1440 -0.3780 0.0000 0.0000 0.'00A0 + 0.0000 0.0000 0.0000 -0.2520 0.5220 0.4680 0.3600 0.0000 0.0000 ~ 0.0000 • 0.0000 0.0000 0.GG00 0.3780 -0.2700 -0.5580 -0.1980 0.00G0 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.1980 0.7740 0.1800 0.8460 0.0000 0.0000 0.0000' 0.0000 0.0000 0.0000 -0.1800 0.3600 -0.5760 0.6120 .0.0G00 0.0000 ;~ 0.0000 0.0000 0.0000 • 0.0000 0.4140 0.1800 0.7200 -0.6660 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.G0G0 0.0000 -0.8820 -0.3o0G 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.2860 -0.2700 0.0000 0.0000 a 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 J J J
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MULTIPLE REGRESSIt1N..... C1035.DAT SELECTION.....22 VARIABLE • MEAN .STANDARD CORRELATION REGRESSION ..STD. ERROR COMPUTED 50891 8453 N0. DEVIATION X VS Y COEFFICIENT . OF REG.COEF. T VALUE 1 0..00000 0.52222 0.420•16 0.08776 0.04817, . 1.82180 ~ 0.00000 'I 0.52223 0.•66231 0.13833 0.04817 . 2.87173 3, 0.,00000 0. 2611_1 0.19073 0.07968 0.09634 " 0.82700 4 0.24999 0.36925 -0.15968 -0.04717 0.06813- -0.69237 5 0.25000 0.36927 0.06.150 0.01817 0.06812 0.26667 - DEPENDENT 27 0.22158 0.10908 a ~• INTERCEPT. 0.22883 ~ MULTIPLE CoRRELATInN .0.82514 RESIDUAL STD. DEV. 0.08343 ~ STD. ERROR OF MEAN 0.02409 ANALYSIS 11F VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN OF FREEDOM SQU R F VALUE A ES SQUARES ATTRIBUTABLE T!) REGRESSION 5 0.08911 0.01782 2.5600-4 DEVIATION FROM REGRESSION 6 0.041.77 0.00696 TOTAL 11 0.13087 1 0.26326 0.08776 2 0.41500 0.13833 3 0.05975 0.07968 4 -0.07075 -0.04717 5 0.02725 0.01817 27 2.65900 0.22883 ANALYSIS OF VARIANCE FOR.THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SO.UARES LINEAW REGRESSION 2 0.08051 0.04026 6.75511 QUADRATIC REGRESSION 3 10.00859 0.00286 0.48065 LACK OF FIT 1 A.01197 0.01197 2.00871 REPLICATION ERROR 5 0.0298r) 0.0.0596 TOTAL 11 0.13087 AVERAGE OF ' 6''CENTER POINTS = 0.22883 . lk
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MATRIX OF CORRELATIONS BETWEEN I.NDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 1 2 I.000 0.000 0.000 1.000 0.000 0.000 0.000 0..000 - 0.000 0..000 S089I 8492 3 0.000 0.000 1.000 •0.000 0.000 4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 7 7 ~
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I LOCUS OF STATIONARY POINT X I -0.6187 X 2 2.3590 ESTIMATED RESPONSE AT STATIONARY POINT = o.33737 50891 8486 CANDNICAL FORM OF THE RESPONSE FUNCTION Y -YO = ALPHAI*(W1+t*2) +ALPHA2*(W2**2), +ALPHA3+t(W3**2) +ALPHA4*(W4**2)-• +ALPHA5*(W5**2)- 4ALPHA6*(W6**2) -0.3374 0.0214 -0.A464 A SADDLE POINT IS INDICATED TRANSF!)RA(ATION FROM ORIGINAL TO CANONICAL VARIABLES W=MZ .WHERE Z=X-XO AND M IS.THE FOLLOWING MATRIX -0.4045 0.91-45, 0.9145 0.4p45
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0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.G000 0.0000 0.0000 0.0000 0.0000 -1.0000 -0.9000 -0.9200 -0.9600 -0.7200 -0.5600 -0.0000 0.1600 0.5600 1.0000 ) -1.0000 -1.0000 -0.7600 -0.6000 -0.5600 -0.2000 -0.0400 0.3200 0.6000 1.0000 -1.0000 -0.9200 -1.0000 -0.6800 -0.8000 -0.3600 -0.0800 0.2800 0.5200 1.0000 -1.A000 -0.8800 -0.8000 -0.6400 -0.4000 -0.1600 -0.1200 0.3200 0.4400 1.0000 ~ -i.•OG00 -0.8800 -0.8400 -0.7oG0 -0.4400 -0.2400 -0.3000 0.3200 0.3200 1.0000 -I.00:00 -0.9200 -0.9600 -0.8000 -0.6800 -0.4000 -0.2400 -0.0800 0.6000 1.0000 0.0000 0.0000 -0.7200 '-0.7200 -0.3600 -0.2800 0.0400 0.0800 0.4800 0.9600 ~ 0.0000 0.GOG0• -0.7200 -0.5600 -0.6400 -0.4800 -0.3200 -0.0000 0.6000 0.0000 0.0000 0..G000 -0.88.00 -0.5o00 -0.6000 -0.6000 -0.20G0 0.2000 0.4800 0.0000 0.0000 0.0000 -0.8800 -0.5200 -0.4800 -0.3200 -0.1600 0.2400 0.4000 0.O0G0 ~ 0.0000 0.0000 -0.76.00 -0.8400 -0.5200 -0.1600 0.0400 0.3200 0.5600 0.0000 0.0000 0.0000 -0.8000 -0.9200 -0.36.00 -0.4400 -0.0000 0.1200 0.3600 0.0000 0.0000 0.OGG0 -0.8400 -1.0000 -0.16G0 -O.loOO -0.2800 0.3200 0.5000 0.0000 '~ 0.0000 0.0000 -0.7600 -0.8800 -0.4000 -0.2000 0.0400 0.0400 0.5200 0.0000 ~ 0.0000 0.0000 -0.7200 -0.8800 -0.4800 -0.2800 -0.0000 0.2400 0.3600 0.0000 0.0G00 0..0GG0 -0.9600 -0.6000 -0.5200 -0.32.00 -0.0400 0.2800 0.4000 0.0000 ~ 0.0000 O.D000 -0.9200 -0.6400 -0.3600 -0.2400 -0.2800 -0.0400 0.6000 0.0000 0.0000 0.0000 0.0000 -0.7200 -0.4400 -0.5200 0.0400 0.3200 0.6000 0.0000 0.0000 0.0000 0.0000 -0.68•00 -0.4000 -0.2000 -0.1600 0.3200 0.4400 0.0000 ~ 0.0000 .0.0000 0.0000 -0.9200 -0.4400 -0.5200 -0.0800 0.2800 0.5200 0.0000 0.0000 0.0000 0.0000 -0.6000 -0.7600 -0.1600 -0.0400 0.2000 0.60G0 0.0000 0.0000 0.0000 0.0000 -0.7600 -0.3600 -0.4400 0.0800 0.3200 0.3200 0.0000 ) 0.0000 0.0000 0.0000 -0.8400 -0.6000 -0.2400 -0.1200 0.3200 0.5000 0.0000 0.0000 0.0000 .G.0000 -1.0000 -0.6400 -0.3o0G -0.2000 0.3200 0.5000 0.0000 0.0000 0.0000 0.0000 -0.8000 -0.5o00 -0.4000 -0.0800 0.1200 0.4400 0.GG00 ~ 0.0000 0.0000 0.0000 -0.5200 -0.5600 -0.4800 -0.1200 0.3200 0.6000 0.0000 0.0000 0.0000 0.0000 -0.5600 -0.4800 -0.1600 -0.2400 0.3200 0.4800 0.0000 0.0000 0.0000 0.0000 -0.6400 -0.6600 -0.2800 0.0800 0.32GG 0.4800 0.0000 ~ 0.0000 0.0000 0.0000 -0.5600 -0.5200 -0.3600 0.0400 0.0400 0.6000 0.0000 0.0000 0.0000 0.0000 -0.6800 -0.3600 -0.20.00 0.0400 0.2800 0.5200 0.0000 0.0000 G.GOGO 0.0000 -0.7200 -0.4000 -0.6000 -0.0000 0.1600 0.4000 0.0000 J 0.0000 0.0000 0.0000 -0.7o00 -0.6000 -0.2000 -0.3200 0.0800 0.5200 0.0000 0.0000 0.0000 0.0000 -0.9600 -0.7200 -0.1600 -,0.0000 0.2400 0.3200 0.0000 ' 0.0000 0.0000 0.0000 -0.6000 -0.7200 -0.3200 -0.1000 0.1600 0.6000 0.0000 ) 0.0000 0.0000 0.0000 0.0000 -0.6800 -0.4000 0..0800 0.2800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.4000 -0.2400 -0.3600 -0.0400 .O.G000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6400 -0.56•00 -0.2000 0.2400 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 -0.8000 -0.5600 -0.2400 0.3200 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.3600 -0.2800 -0.0400 0.2000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.4800 -0.1600 -0.0400 -0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 -0.4400 -0.4800 -0.3600 0.3200 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 -0.8000 -0.3200 -0.3200 0.2000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.4400 -0.4400 0.0400 0.1200 .0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 -0.5200 -0.2400 0.0400 0.2800 0.0000 0.0000 0.0000 0.0000 0..0000 0.tl000 -0.8400 -0.6000 0.0800 0.0800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 O.0G00 G.OQOG -0.0800 0.2800 0..O0G0 0.0000 ~j 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.-OGAO a 0.0000 0.0000 0.0000 0.0000 0.0000 O.0G00 0.0000 0.0000 0.0000 4 50891 8432 1 i D ., ~
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0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -1.0000 ) -1.0000 -1.0000 -0.9600 ~ -1.0c00 -1.0000 0..0000 ~ 0.0000 0.0000 0..0000 j 0.0000 0.0000 0..oG00 ) 0.0000 0.30000 ~" 0.0000 ) 0.0000 0.0000 0.0000 } 0.o0G0 0.0000 0.0000 } 0.0000 0.0000 0.0000 ~ 0.0000 0. 0000 0. 00GG ~ 0.0000 0.0000 0. OGGG j -0 . 0000 0.0000 0. 0000 > 0.0000_ 0.0000 0. 0000 ~ 0.0000 0.0000 0.0000 ~ O.ooGG 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 } 0.0000 0.0000 0.-000p0 -0.8800 -1.OOG0 -0.8000 -0.9600 -0.8400 -0.9200 -0.9200 -0.9600 -0.8400 -1.A000 -0.8000 -0.8800 -1.0000 -0.8800 -0.9600 -0.8000 -0.9200 -0.8400 0.0000 0.0000 0.0000 0.0000 0.0000 G..G0o0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 i 0.0000 -0.9200 -0.8400 -0.3600 0.1200 0.0800 0.4400 0.9200 1.0000 -0.6000 -0.6400 -0.5600 -0.24.00 0.2800 0.4000 i._0000 1.0000 -0.9600 -0.5600 -0.4800 -0.2000 0.0800 0.5600 0.8400 1.0G00 -0.7600 -0.76.00 -0.4000 -0.2400 0.2000 0.5200 0.9000 1.0000 -0.8800 -0.6800 -0.4000 -0.0400 0.3600 0.8800 0.7600 1.0000 -0.8000 -0.8800 -0.5200 -0.1600 0.2000 0.4800 0.8400 i.OG00 -0.7200 -0.8000 -0.5600 0.2000 0.3200 0.4000 0.7200 1.0000 -1.0000 -0.7200 -0.2000 0.2400 0.4800 0.4800 0.8000 1."0000 -1.0000 -0.8800 -0.2400 -0.2000 0.6800 0.9200 0.6800 0.0000 -0.8400 -0.6400 -0.5200 -0.2400 0.16G0 .0.4000 0.6800 0.0000 -0.6400 -0.8800 -0.4400 -0.0000 0.7200 o.T600 0.7200 0.0000 -0.6800 -0.7600 -0.1600 -0._0800 0.9600 0.4400 0.8000 0.0000 -0.8400 -0.8400 -0.3200 0.0400 0.1200 0.7260 0.7200 0.0000 -0.9600 -0.8000 -0.2400 -0.1200 0.1600 0.4000 0.7600 0.0000 -0.8800 -0.6800 -0:5600 -0.0800 0.4000 0.4400 0.6800 0.0000 -0.6800 -0.7200 -0.4800 -00.16.00 0.1200 0.5200 0.6800 0.0000 -0.8000• -0.8800 -0.3600 -0.2400 .0.6400 0.9600 0.6800 •0.0000 -0.6400 -0.8400 -0.1600 -0.2000 0.7600 0.8000 0.7200 0.0000 -0.9200 -0.5200 -0.5600 -0.0400 0.1200 0.3600 0.6800 0.0000 -0.7200 -0.oQ00 -0.5600 0.0400 0.2400 0.3600 0.0000 0.0000 -0.7600 -0.8800 -0.4800 -0.120G 0.9200 0.3000 0.0000 0.0000 -0.9200 -0.8000 -0.4400 -0.2400 0.2800 0.3600 0.0000 0.0000 -0.5600 -0.3600 -0.2800 -0.0000 0.5200 0.5000 0.0000 0.6000 -0.9oGG -0.8400 -0.20G0 -0.1200 0.0600 0.6400 0.0000 0.0000 -0.6000 0.0000 -0.4400 -0.1600 0.0800 0.3600 0.OG0G 0.0000 -1.0000 0.00"00 -0.1200 -0.2000 0.2400 0.3600 0.0000 0.0000 -1.0000 0.0000 -.0.5200 0..0000 0.1200 0.4000 0.0000 0.0000 -0.8800 G._0G00 G..0000 0.0000 0.0800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 .0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 G.o00G 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 .0.GC00, 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 G.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000' 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0040 0.0000 0.0000 O.OG00 G._0000 0..0000 0.0000 .0.0000 0.0000 D.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 .0.0000 0.0000 O.GOGO 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.OGOQ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.GG00 G.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0 50891 8420 1 J ) I i ' )
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MULTIPLE REGRESSION.....C1035.DAT SELECTION..... 11 TABLE (1F RESIDUALS ~ CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 2.48400 2.63367 -0..149.67 •2 3.33300 3.18333 0.149,67 50891 8495 ~ 3 3.28000 3.42967 -0.1-4967 4 3.59600 3.44633 0.14967 5 3.14300 3.29267 -0.149b7 ~ 6 2.87600 2.72633 0.14967 7 3.14800 3.02083 0.12717 8 2.85400 3.02083 -0.16683 ~ 9 3.26700 3.02083 0.24617 ~. .10 2.98900 3.02083 -0.03183 11 3.08900 3.02083 0.06817 ~ 12 2.77800 3.02083 -0.24283 ' ) J ) ) ,D a j ~ J
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LoCUS OF STATIONARY POINT X l -2.9402 X 2 0.3244 ESTIMATED RESPONSE AT STATIONARY POINT = 0.45598 CANONICAL FORM OF THE RESPONSE FUNCTION Y -YO ~ ALPHAI*(W1**2)• +ALPHA2*(W2**2) +ALPHA3*(W3**2) +ALPHA4*(W4**2) -0.4560 0..0198 -0.0332 A SADDLE.POINT IS INDICATED TRANSFORMATION. FROM .ORIfINAL TO CANONICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX 0.874d -0.4858 0.4858 0.8741 i 50891 8490 +ALPHA5*(W5**2) +ALPHA.6*(W6**2) 1 1 J
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14 RCOOL C1035 } THE COLLAPSE COEFFICIENTS ARE( 4.4500 0.1800 -0.1400 -0.4200 20.0700 0.0500 50891 8415 4.0433 4.1633 4.2833 4:4033 4.5233 4.6433 . 4.2633 4.8833 5.0033 5.1233 -0.9000 0.6840 -0.5580 -0.2520 .0.6840 0.36.00 0.2340 0.6120 0.7920 0.9000 -0.9000 -0.7560 -.O. 5580 -0.2160 -0.1800 0.6660 0.4500 0.8280 0.8460 0.8820 -0.9000 -0.8460 -0.8460 -0.3780 0.3240 0.7740 .0.3780 0.9000 0.9000 0.8640 -0.8820 -0.7380 -0.5580 -0.1260 0.5040 0.2520 0.8640 0.7020 0.7020 0.9000 -0.9000 0.7200 -A.5580 -0.1980 -0..1080 0.2160 0.3420 0.4320 0.7380 0.8460 : -0..8820 -0.8100 0.7920 -0.2520 0..2160 0.1620 0.2880 0.7560 0.6480 0.8820 I 0.0000 -0.8280 -0.7020 -0.3060 D.3960 0.1-440 0.4140 0.5760 0.6660 0.0000 0.0000 0..7740 -0.6660 -0.2.700 0.0720 0.4500 0.7020 0:6660 0.7560 0.0000 0.D000 -0.7380 -0.8100 -0.3420 0.1080 0.5220 0.5400 0.4860 0.0000 0.0000 0.00.00 -0.7740 0.6300 0.4860 0.6660 0.3240 0.7740 0.7740 0.0000 0.0000 0.0000 -0.8640 -0.5760 -0.3420 0.7020 0.7920 ,D.4860 0.5220 0.0000 0.0000 0.0000 0.8820 -0.5580 -0.2880 0.0540 0.0360 0.6480 0.6480 0.0000 0.0000 0.0000 -0.7920 0.3780 -0.2700 0.2700 0.5940 0.5940 0.7200 0.0000 0.0000 ) 0.0000 -0.7920 -0. 7740 -0.0720 -0.1440 0.0540 0.7920 0.4500 0.0000 0.0000 0.0000 -0.7740 -0.6640 -0.3060 -0.0360 0.2880 0.2160 0.8820 0.0000 0.0000 0.0000 0.8100 -0.5940 0.7740 -0.0180 0.5760 0.8820 0.4680 0..G000 0.0000 0.0000 0.8280 0.7020 -0. 09.00 0.5220 0.0180 0.5760 0.5580 .0.0000 0.0000 0.0000 0.8640 -0.6480 -0.36D0 -0.0540 0.0720 0.6300 0.5400 0.0000 0.0000 0.0090 -0. 8820 -0.7200 0.5040 0.4140 0.3960 0.7200 0.5040 0.0000 0.0000 I 0..0000 -0.90G0 0.3820 -0.1980 0.1800 0.6840 0.2520 0.8100 0.0000 0.0000 0.00A0 -0.7560 0.4140 -0.1620 -t7. 0000 0.5040 ' 0.3660 0.8460 0..0000 0.0000 0.A000 0.7560 -0.55d0 -0.7800 -0.1260 0.4140 0.3240 0.4140 0.0000 0.0000 ) 0.0000 -0.7380 0.5040 -0.2340 0.1440 0.1980 0.5220 0.5940 0.0000 0.0000 0.0000 -0.8100 0.3240 -0.2160 0.2520 0.4680 0.8460 0.6300 0.0000 0.0000 0. 0G00 0.7380 0.3420 -0.2340 -0.1620 -0.0000 0.5040 0.6840 0.0000 0.0000 0.A000 ' -0.7560 -0.6120 0.7920 0.4860 0.0900 0.2700 0.7380 0.0000 0.0000 0.0000 -0.8280 -0.6300 -0.2880 0.1620 0.7560 0.7560 0.7920 0..0000 0.0000 0.D000 -0.8820 -0.8820 0.09A0 0..72.00 0.1260 .0.6840 0.8640' 0.0000 0.0000 D 0.0000 -0.7380 -0.5760 -0.5220 0.6480 0.9000 D.3960 0.6840 0.0000 D.0000 0..0000 -0.8640 -0.5580 -0.5040 -0.09.00 0.6480 0.4320 0.7380 0.0000 0.0000 0.0000 0.0000 0.4680 0.0000 0.1260 0.3060 0.9000 0.0000 0.0000 0.0000 J 0.0000 0.0000 0.5580 0.0000 -0.0720 0.2700 0.1980 0.0000 0.0000 0.0000 0.0000 G.0000 0.2880 0. 0000 0.3060 0.8100 0.6660 0.0000 0.0000 0.0000 0.0000 0.0000 0.5760 0..0000 0.0180 0.1800 0.3600 0.0000 0.0000 0.0000 ) 0.0000 0.0000 -0.6120 0.0000 0.3420 0.1080 0.3600 0.0000 0.0000 0.0000 0.0000 0.0000 -0.5940 0 ..0000 0.0360- 0.3420- 0.8100 0.0000 . 0.0000 0.0000- 0.0000 0.0000 -0.7560 0.00100 0.3780 0.1080 _0.4680 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.4500 0.0000 0.1980 0.6120 0.5580 0.0000 0.0000 0.0000 0.0000 0.0000 -0.5760 0.0000 0.54.00 0.7020 0.2700 0.0000 0.0000 0.0000 0-00,00 i - 0.0000 0.9000 0.0000 0..7380 0.3780 0.4680 0.0000 0.0000 0.0000 j 00000 . i 0.0000 -0.9000 0. 0000 0.6300 0.2340 0.6120 0.0000 0.0000 0.0000 0 .0000 + G.G000 -0.5580 G._0G00 0.0900 0.5580 0.3960 0.0000 G..G000 0.0000 0.0000' 0.0000 0.0000 0. 0000 -0.0720 0.2340 0.0000 0.0000 0.0000 0.0000 j 0.0000 0.0000 0.0000 0. 0000 0.0000 0.5400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. GGGO 0.0000 0.0000 0.0000 0. G000 G.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0. 0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 i
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b dDdAVY C 1035 // ! // ~ ~ ~ THE COLLAPSE CUEFFICIENTS ARt( 2.5400 -0.U100 -0.0100 -0.3100 0.1600r -0.1400 50891 8430 2.2316 2.2958 2.36.00 2.4243 2.4885 2.5527 2.6169 2.6812 .2.7454 2.8096 0.9000 0.3600 0.9000 -0.0720 -0.1620 -0w2520 -0.6300 0.7560 -0.7920 0.9000 0.8820 -0.7380 0.1980 -0.3060 -0.6300 -0.2880 -0.5760 0.6660 -0.7920 0.9000 0.8640 0.4500 0.6300 -0.81.00 0.0900' 0.8100 0.6480 0.7200 0.7920 0.9000 0.8400 0.5760 -0.5580 0.6840 0.5580 0.1980 -0.5220 0.6660 0.8640 -0.9000 ~ 0.8280 -0.7200 0.1440 0.5400 0.2880 -0.4500 0.6840 0.8280 0.8460 -0.9000 0.8100 -0.5400 0.6480 -0.4500 -0.0900 -0.3240 -0.4860 0.7020 -0.7920 -0.9000 ~ 0.0000 -0.5220 0.8820 -0.1080 0.0540 -0.5220 0.5040 0.7380 -0.7920 0.0000 ~ 0.0000 -0.7560 0.4320 0.5580 -0.2340 -0.7560 -0.7020 -0.6660 0.9000 0.0000 0.0000 0.5580 0.3420 -0.1620 -0.1440 -0.3780 0.4860 -0.6660 -0.8100 0.0000 0.A000 -0.7020 -0.5400 0.6660 -0.2700 -0.5940 -0.4860 0.8640 0.8820 0.0000 j 0.0000 -0.7740 -0.4140 0.0720 0.2340 -0.1980 0.5040 -0.6840 -0.8280 0.0000 0.0000 0.8d20 0.6660 0.5760 0.1620 0.2160 -0.4860 0.6480 0.8100 0.0000 0.0000 0.9000 0.6120 0.6480 0.1440 -0.1980 0.4860 -0.8460 0.8280 0.0000 ) 0.0000 0.0000 -0.1800 0.3420 -0.0540 0.6480 -0.4860 0.7740 -0.8460 0.0000 0.0000 0.0000 0.8640 0.7020 -0.7920 -0.1980 -0.5220 -0.8100 0.7920 0.0000 0.0000 0.COG0 0.4500 0.5220 -0.2520 0.2700 -0.6660 0.6840 -0.7920 0.0000 ) 0.0000 0.0000 -0.3960 0.5940 -0.0000 0.1980 -0.7380 0.6480 -0.7920 0.0000 0.0000 0.0000 -0.3060 0.6300 0.5400 -0.1980 0.4860 -0.7920 -0.7920 0.0000 0.0000 0.0000 -0.5760 0.6120 0.2700' 0.2520 0.4860 -0.6660 -0.7920 0.0000 ~ 0.G000 0.-0000 0.2520 0.18.00 -0.2520 .0.3240 0.7740 -0.7020 0.7920 0.0000 0.0000 0.0000 0.6640 -0.7920 0.7560 -0.2520 -0.5580 0.6480 -0.7920 0.0000 0.0000 0.0000 -0.3240 -0..4320 0.1080 0.4320 -0.5040 -0.6660 -0.8100 0.0000 ~ 0.0000 0.0000 0.8460 0.0360 0.7380 0.2880 -0.4860 0.9000 0.0000 0.0000 0.0000 0.0000 -0.2520 -0.0360 0.3060 0.3780 -0.5400 0.6460 0.0000 0.0000 U.0000 0.0000 0.27.00 -0.4680 -0.o120 -0.2160 -0.4860 0.6660 0.0000 0.00G0 ~ 0.0000 0.0000 0.3240 0.1260 -0.0360 0.1980 0.5220 0.6480 - 0.0000 0.0000 0.0000' 0..000G -0.2340 0.7200 0.0360 0.2340 0.5940 0.6660 0.0000 0.0000 0.0000 0.0000 0.5940 0.5040 0.5760 0.1980 -0.7920 -0.7380 0.0000 0.0000 ~ 0.0000 0.0000 0.7020 -0.2160 0.9000 -0.2880 0.5400 -0.7200 0.0000 0.0000 0.0000 0.0000 0.8280 -0.8280 0.8820 0.2160 0.6120 -0.6840 0.0000 0.0000 0.0000 G..G000 0.7200 0.3240 -0.0900 0.1980 0.7200 0.8100 0.0000 0.0000 ~ 0.0000 0.0000 0.0900 0.2520 0.1600 0.3600 - -0.5040 -0.6480 0.0000 0.0000 0.0000 0.0000 -0.5220 0.2340 -0.1080 -0.2340 -0.5040 -0.d820 0.0000 0.0000 0.0000 0.0000 0.u100 -0.0000 0.5220 -0.2160 0.5220 0.6840 0.0000 0.0000 ~ G.0GG0 G.GOGU 0.7380 -G.01t30 0.0180 0.3060 -0.5400 -0.9000 0.0000 0.0000 0.0000 0.0000 0.0000 U.01d0 -0.6480.. -0.3960 -0.5580 -0.6840 0.0000 0.0000- 0.0000 0.0000 0.0000 -0.2340 -0.0180 -0.2160 -0.5040 -0.6660 0.0000 0.0000 ~ 0.0000 U.0000 0.0000 -0.7740 0.1620 -0.3240 0.4860 0.6660 0.0G00 0.0000 0.OGG0 0.0000 0.0000 0 .7380 -0.8.J00 0.1}000 0.8040 -0.6480 0.0000 0.0000 0.A000 ~ 0.0000 0.0000 0.4800 -0.1620 0.0000 -0.5940 0.0000 0.0000 0.00G0 ~ OOCGo . ~ 0.0000 G.00G0 -0.3240 0.0900 0.0000 -0.4860 0.0000 0.0000 0.0000 .0000 0 G.OOGO 0.0000 -0.0720 0.2520 0.0000 0.4860 0.0000 0.0000 0.0000 0.0000• ; 0.0000 0.0000 0..0000 0.3240 0.0000 0.55d0 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 -0.2160 0.00G0 0.5400 G.0000 0.00G0 0.0000 0.0CG0 0.0000 0.0000 0.0000 -0.2340 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.GCG0 0.00010 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 D D ,r. 9 ~
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LOCUS OF STATIONARY POINT 1 X I 3.9629 X 2 -8.5001 ESTIMATED RESPONSE AT STATIONARY POINT = 5..p8754 CANONICAL FORM OF THE RESPONSE FUNCTION 7 Y -YO = ALPHAI*(W1**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2) -5.0875 0.2192 -0.0235 A SADDLE POINT IS INDICATED TRANSFORMATION FROM nRIGINAL TO CANONICAL VARIABLES W= MZ .WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX 0.9078 0.4193 -0.4193 0.9078 ) D ) j j -+ALPHA4*(W4**2) 1 J J
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LOCUS OF STATIONARY POINT X 1 0.2729 X 2 0.7254 -) ESTIMATED RESPONSE AT STATIONARY POINT = 0.02655 50891 8478 CANONICAL FORM OF THE RESPONSE FUNCTION ~ Y -YO = ALPHAI*(W1**2)- 'MLPHA2*(W2**2) +ALPHA3*(W3**2) +ALPHA4*(W4**2) +ALPHA5*(W5**2) +ALPHAb*(W6**2) -0.0266 0.0236 -0.0282 A SADDLE POINT IS INDICATED I . TRA.NSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX ~ 0.9189 -0.3944 0.3944 0.9.189 ) I i I D- J
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MULTIPLE REGRESSION..... C1035.DAT SELECTION.....15 ~ ~ VARIABLE MEAN NO. STANDARD DEVIATION CORRELATION X VS Y REGRESSION COEFFICIENT STD. ERROR OF REG,COEF. COMP.UTED T VALUE 1 0.00000 52222 0 16674 0 01876 0 04098 0 45789 0 g481 2 0.00000 . 0.52223 ., 0.35101 ` . 0.03950 . 0.04098 .• 0.96390 50g9,i 13 ` 3':- 0.D0000 0.2611.1 -0.16674 -0.03753 A.08196 -0.45789 4 0.24999 0.36925 0.0974n o.0155q o.n5796 0.26746 5 0.25000 0.36927 -0.12672 -0.02017 0.05795 -0.347.98 ~. DEPENDENT 20 0.00850 " 0.05877 INTERCEPT 0.00967 3 MULTIPLE CORRELATION 0.45206 RESIDUAL STD. DEV. 0.07098 STD. ERROR OF.MEAN 0.02049 ~ ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES .OF FREEDOM SUM OF SQUARES MEAN SQUARES F VALUE ATTRIBUTABLE TO REGRESSION 5 0.00776 0.00155 0.30821 DEVIATION FROM REGRESSION 6 0.03023 0.00504 TOTA L 1 1 0.03799 1 0.05629 0.01876 ) 2 0. 1.1850 0.03950 3 -0.02815 -0.03753 4 0.02325 0. 0] 550 5 -0.03025 -0.02017 20 0.10200 0.00967 i ANALYSIS .OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE LINEAR REGRESSION OF FREEDOM 2 SQUARES 0.005.74 SQUARES 0.00287 0.-49370 QUADRATIC REGRESSION 3 0 00203 00068 0 11627 0 ~ LACK OF FIT 1 . 0.00118 . 0.On1-18 . ) 0.2n240 REPLICATION ERROR 5 0.02905 0.00581 ~• TOTAL 11 0.03799 AVERAGE 0)= %`CENTER POINTS 0.On967 i 4 ~ ~ ~ ~ J
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MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 12 TABLE OF RESIDUALS ~ C.ASE NO. Y VALUE Y ESTI1kATE RESIDUAL i 0.43000 0.42050 0.00950 491 2 0.52200 0.5315A -0.00950 50g91 g ~ 3 .0.69900 0.68950 0.00950 4 0.64900 0.65850 -0.00950 5 • 0.5,6000 0.55050 0..00950 ~ 6 0.46100 0.47050 -0.00950 7 0.54500 ..0.56017 -0..01517 8 0.56200 0.5.6017 0.00183 3 9 0.5•7800 0,56017 0.O17B3 10 0.58700 0.56017 0.02683 ~ 1 1 0.56700 0. 5.60.17 D,00683 1 12 0.52200 0.56017 -0.03817 J j 3 J ) ~
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MATRIX OF CORRELATIONS BETWF.EN INDEPENDENT VARIABLES. ~ VARIABLE 1 2 3 4 5 ~ i 1•000 0.000 0•000 0.000 0.000 2 0.000 1.000 0.000 0.000 0.000 ~ 3 4 0.000 0.000 0.000 0.000 1.000 0.000 0.0Q0 a.000 0.000 0.000 50891 8504 5 0.000 0.000 0.000 0.000 1.000 I 3 3 I J- j ~
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LOCUS OF STATIONARY POINT X i -0.6753 X 2 2.4994 ESTIMATED RESPONSE AT STATIONARY POINT = 6.63919 CANONICAL FORM OF THE RESPONSE FUNCTION Y -Yo = - ALPHAI*(Wi**2) +ALPHA2*(W2*t2) 4ALPHA3*(W3**2) -6.6392 -0.1846 -0.3488 A MAXIMUM IS INDICATED TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= MZ WHERE Z=X-Xo.AND M IS THE FOLLOWING MATRIX -0.2842 0.9588 0.9588 0.2842 +ALPHA4*(W4*,t2) +ALPHA5*(W5**2) 50891 8498 +ALPHA6*(W6*t2) 7) ) ) 1 )
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LOCUS OF STATIONARY POINT ) X 1 -0.2096 X 2 0.5072 ~ ESTIMATED RESPONSE AT STATIONARY POINT = 4.39715 CANONICAL FORM OF THE RESPONSE FUNCTION I Y -YO ~ ALPHAI*(Wl+t,t2)- +ALPHA2*(W2**2) +ALPHA3*(W3**2) -4.3971 0.2062 - -0.2302 A SADDLE .POINT IS INDICATED . ~ TRANSFORMATION FROM URIGINAL TO CANONICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX ) -0.5970 0.8022 0.8022 0.5970 +ALPHA4* ( W4*t2 ) +ALPHA5*( W5**2 ) 50891 8502 .~ ~. 3 ) I ) +ALPHA6*(W6**2) J J } ~ )
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MULTIPLE REGRESSION.....CI035.DAT SELECTION..... 14 .TABLE OF RESIDUALS CASE NO. Y VALUE Y_ESTIirtATE RESIDUAL 1 0.09.700 0:0485.0 0.04850 2 0.10000 0..14850 -0.04850 50891 8483 3 0.19-400 0..1455.0 0.04850 4 0.05300- 0.10150 -0.104850 1 5 0..18700 0.J3850 0. 04850 6 0.03400 0.08250 -0.04850 7 0.03400 0..06867 -0.03467 8 0.13500 0.06867 0.,06633 9 0.16700 0.06867 0.09833 10 0.10900 0.06867 0.04033 11 0. 00000 0.06867 -0.06867 12 -0.0330.0 0.06867 -0.10.167 r
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MATRIX OF CORRFLATIONS BETWFEN INDEPENDENT VARIABLES VARIABLE l 2 3 4 5 I 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 0.000 0.000 3 0.000 0.000 1.000 0.000 0.000 -4 0.000 0.000 0.000 1.000 0.000 5 0.000 -0.000 0.000 0. 000 1.000 .. a Y )
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MULTIPLE REGRESSInN..... C1n35.DAT SELECTION..... 13 VARIABLE MEAN NO. . STANDARD CORRELATION DEVIATION x VS Y REGRESSION STD. ERROR COMPUTED COEFFICIENT OF REG.COEF. T VALUE 1 0.00000 0.52222 0.51827 .0.07477 0 03545 2 10913 489 2 0.00000 0.52223 -0.55339 . -0.07983 0.03545 . -2.25206 50891 8 3 0.00000 • 0.26.111 -0.17409 -0.05023 0.07090 -0..70&47 . 4 0.2499.9 0.36925 -0.17319 -0.03534 0.05014 -0.70480 5 0.2'S000 0.36927 0.05065 0.01033 0.05013 0.20612 3 DEPENDENT 18 0.44842 0.07534 INTERCEPT 0.45467 MULTIPLE CORRELATION 0.79857 "RESIDUAL STD. DEV. 0.06140 ~ STD. ERROR OF MEAN 0.01772 ~ ANALYSIS .OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATI.ON DEGREES SUM OF MEAN F VALUE ~ OF FREEDOM ATTRIBUTABLE TO REGRESSION 5 SQUARES 0.03982 SQUARES 0.00796 2.11227 DEVIATION FROM REGRESSION 6 0.02262 0.00377 TOTAL 1.1 0.06243 ~ 1 0.22d29 0.07477 2 -0.23950 -0.07983 3 -0.03767 -0.05023 ~ 4 -0.05300 -0.03534 5 0. 01550 0.01033 18 5. 38d 00 0. 45467 3 ANALYSIS OF VARIANCE F OR THE RE GRESS LON ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 0.03589 0.01795 8.49731 ) QUADRATIC REGRESSION 3 0.00393 0.00131- 0.61953 LACK OF.FIT 1 0.01206 0.01206 5.71068 REPLICATION ERROR 5 0.01056 0.1)0211 TOTA L 11 0.06243 ~ AVERAGE_OF 64 ENTER POINTS 0.45467 i :>1 J
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES " VARIABLE 1 2 3 -4 5 ~ I 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 O.OaO 0.000 50891 8488 3 O.A00 0.000 1.000 0.000' 0.000 ~ 4 0.000 0.000 0.000 1.000 0.000 0.000 0.000 0.000 O.D00 1.Or10 '~ - I ~ 1 3 ~ ~ ) ~ ) r - a 4
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7 VARIABLE I .2 ~ 1 1.000 0.000 2 0.000 1.000 3 0.000 0.000 d 0.000 0.000 5 0..000 0..000 MATRIX OF CORRELATdONS BETWEEN INDFPENDENT VARIABLES 3 4 5 0.000 0«000 D.000 0.000 0..000 0.000 1.000 0...000 0.000 0.000 1.00Q 0.000 :0..00o 0..000 1. 000 50891 8508 D } } I a A j J
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0.0GGG 1,.G0G0 0.GG00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0U00 0.0000 0.0000 U.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 1 -0.6000 -0.8800 -0.2000 -0.6400 -0.9200 -0.3o00 -0.6400 -0.7600 -0.8800 -1.0000 ) -0.od00 -0.4d00 0.8000 0.0400 -0.3200 -0.8400 -0.5600 -0.7200 -0.9200 -1.0000 -0.6400 0.9200 0.6400 -1.0000 -0.4800 -0.6800 -0.9600 -0.8800 -1.0000 -1.0000 -0.7200 0.7200 0.96.00 -0.1600 -0.3600 -0.5600 -0.5200 -0.9600 -0.9600 -0.9ti00' Se89i 8423 7 -0.5600 -0.1200 -0.0d.00 -0.04.00 -0.2000 -0.80.00 -0.6000 -0.8000 -0.9600 -1.0000 3 -0.7600 0.1600 0.7600 -0.7600 -0.2800 .-0.6000 -0.8400 -0.9200 -0.8400 -1.0000 -0.5200 0.2400 -1.0000 -0.3600 -0.5600 -0.8800 -0.7600 -1.0000 -1.0G00 0.0G00 ) -0.8000 -0.6000 -0.1200 -0.A000 -0.6000 -1..0000 -0.6800 -0.8400 0.0000 0.0000 ~ -0.4800 -0.0000 -0.16.00 -0.20.00 -0.4000 -0.4000 -0.9200 -0.8400 0.0000 0.0000 -0.84.00 0.2000 0.2400 -0.1200 -0.8800 -0.9200 -1.0000 -1.0000 0.0000 0..0000 ~ -0.4400 -0.0400 -0.4800 -0.9200 -0.2400 -0.9600 -0.800G -0.9200 0.0000 0.0000 -0.6000 0.2400 -0.7600 1.00D0 -0.1600 -0.7200 -0.7200 -0.6800 0..0000 0.0000 -0.64f10 -0.7200 -0...0000 -0.28.00 -0.9600 -0.5200 -0.7200 -0.8000 0.0000 0.0000 ; -0.5oG0 0.0000 0.1200 -0.8400 -0.6400 -0.4400 -0.8800 -0.7200 0.0000 0.0000 _-0.6r300 0.0000 -0.3200 -0.3200 -0.1600 -0.6400 -0.88G0 -0.8800 0.0000 0.0000 ~ -0.5200 0.0000 0.6800 -0.6000 -0.4400 -0.4800 -0.8000 -0.9600 .0.0000 0.0000 3 -0.7200 0.0000 -0.60.00 0.92.00 -0.2400 -0.7o00 -0.6800 -0.7600 0.0000 0.0000 0.0000 0.0000 0.7200 0.9600 -0.8400 -0.4800 -0.5600 -0.7600 0.0000 0.0000 0.0G00 0.0000 0.3200 -0.2400 -0.5200 -0.4400 -0.6000 -0.7200 0.0000 0.0000 ) 0.0000 0.0000 -0.7200 0.0800 -0.7200 -0.5200 -1.0000 -0.8000 .0.0000 0.0000 ~ 0.0000 0.A000 -0.2400 -0.40.00 -0.5200 -0.6400 -0.9200 -0.8800 0.0000 0.0000 0.00G0 0.0000 0.2d00 0.0800 -0.7600 -0.4000 -0.7600 0.0000 0.0000 0.0000 j O.GGGO U.G00C 0.1000 -0.6800 -0.4400 -0.7o00 -0.6400 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.2600 -0.0800 -0.6800 -0.7200 -0.5200 0.0000 0.0000 0.G0G0 0.0000 0.0000 0.2000 -0.08.00 -0.6800 -0.6000 -0.8400 0.0000 0.0000 0.0000 ~ 0.0000 G.0000 -0.40GG 0.9200 -1.0000 -0.5o00 -0.5000 0.0000 0.0000 0.0G00 7 0.0000 U.U000 -0.G400 0.9000 -0.8000 -0.3600 -0.6400 0.0000 O.A000 0.0000 0.0000 0.0000 0.8800 -0.5600 -0.8000 -0.3600 -0.6000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 -0.5600 -0.88.00 -0.7200 -0.6800 -0.9600 0.0000 0.0000 0.0000 ~ 0.0GG0 G.A000 0.3600 -0.4400 -0.7600 -0.9200 -0.7000 0.0000 0.0000 0.0000 0.0U00 0.0000 0.3200 1.0000 -0.6400 -0.9600 -0.8400 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.2000 -0.7200 -0.4000 -0.8000 -0.6800 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 -0.96.00 -0.80D0 -0.2000 -0.8800 -0.9600 0.0000 0.0000 0.0000 0.0GGG G.G000 0.8400 -0.4800 -0.2800 -1.0000 -0.9200 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.9200 -0.5200 -0.8400 -0.8400 -0.8G00 0.0000 0.0000 0.0000 0.0000• 0.0000 0.0800 -0.4800 -1.0000 -0.5600 -1.0000 0.0000 0.0000 0.0000 O..GCGO 0.0000 0.0400 -0.24.00 -0.3600 -0.4000 -0.7200 0.0000 0.0000 0.0000 1 0.0000 0.G000 0.1600 -0.4400 -0.3200 -0.6800 -0.7200 0.0000 0.0000 0.0000 ..,) 0.0000 0.0000 0.8400 0._0000 -0.2000 -0.6000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.6800 0.0000 -0.6000 -0.8400 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 .0.0000 -0.3200 -0.8000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.5600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.4800 0.0000 0.0000 0.0000 0.0000 0.0000 ) 0.0000 0.0000 G.0000 0.0000 -0.3600 0.0000 0.0000 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0G00 0.0000 0.0000 0.OGGG 0000 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 '; . 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 ~ 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.00c0 D.0000 0.0000 0.0000 0.0000 i_ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ) j J
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MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 8 TABLE.OF RESIDUALS CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 3.14000 3.15083 -0.01083 2 3.66700 3.65617 p..01083 50891 8507 3 -3.52700 _3.53783 -0.01083 4 3.33000 3.31917 ,0.01083 5 3.71400 3.72483 -0.01083 6 3.44900 3.43817 0.01083 7 3.46600 3.4011.7 0.064B3 8 . 3.28100 3.401.1 7 -0, 1201 7 9 3.57800 3.40117 0.17683 l0 ' 3.37000 3.40117 -0.03117 1.1 3.65600 3.40117 0.25483 12 3.05600 3.4011'7 -,0.34517 ) ) )
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) LOCUS OF STATIONARY POINT X 1 0.0647 X 2 -0.2077 ESTIMATED RESPONSE AT STATIONARY POINT = 3.41020 - CANONICAL FORM OF THE RESPONSE FUNCTION 50891 8506 Y -YO = ALPHAi*(W1**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2)- +ALPHA4*(W4**2) +ALPHA5*(W5**2) +ALPHA6*(W6**2) -3.4.102 0.3335 -0.1935 A SADDLE POINT IS INDICATED TRANSFORMATION.FROM ORIGINAL IO CANONICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE.FOLLOWING MATRIX 0.9737 0.2278 . -0.2278 0.9737 . 1 7 ;-_ •~
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l MULTIPLE REGRESSION..... CI035.DAT 1 SELECTION..... 14 VARIABLE .MEAN ) NO. STANDARD DEVIATION CORRELATION ..REGRESSInN . X VS Y COEFFICIENT STD. ERROR OF REG.COEF. COMPUTED T VALUE 1 0.00000 0.52222 0.14956 0.02107 0.05059 0.41657 2 . 0.00000 0.52223 -0.18808 -0.02b5.0 0.05059 -0.52385 3^ 0.00000 0.26111 - 0.12088 0.03406 0.10118 ' 0.33668 50891 8485 4 0.24999 0.36.925 0.39144 0.07800 0.07155 1.09029 5 0.25000 0.36927 `0.03178 0.00633 0.0715A 0.08853 ) . DEPENDENT 19 0.08975 0.07358 l ~~. INTERCEPT 0.06867 ~ MULTIPLE CORRELATION 0.47602 RESIDUAL STD. DEV. 0.08762 9 STD. ERROR OF MEAN 0.02529 ) ~ ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN OF FRE DO F VALUE E M SQUARES SQUARES ~ ATTRIBUTABLE TO REGRESSION 5 0.0.1350 0.00270 p.3515.7 DEVIATION FROM REGRESSION 6 0.04606 0.00768 TOTAL 11 0.05956 1 0.06322 0.02107 2 -0.07950 -0.02650 3 0.02555 0.03406 I 4 0.1.1699 0.07B00 5 0.00950 0.00633 19 1.07700 0.06867 ~ ANALYSIS OF VARIANCE FOR THE REGRESSION i SOURCE OF VARIATIUN DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 0.00344 0.00172 0.26910 ~ QUADRATIC REGRESSION 3 0.01006 0.00335 p.5.2d60 LACK OF FIT 1 0.01d11 0.01-411 K 2.20873 REPLICATION ERROR 5 .0.03195 0.00639 3- TOTAL 1 1 p, p595.6 AVERAGE OF• 6+CENTER POINTS = 0.06867 1 4 j 7 I
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MULTIPLE REGRESSION..... C1035.DAT SELECTION.....12 ~ VARIABLE MEAN ND. 50891 8493 STANDARD CORRELATION REGRESSION STD. ERROR COMPUTED DEVIATION X VS Y COEFFICIENT OF REG,COEF. T VALUE ~ j 1 . 0. 00000 2 0.00000 „ 3 0.00000 4 0.24999 5 0.25000 DEPENDENT 17 0.55683 O. 52222 0.41508 0.05774 0.0•1357 .0.52223 -0.85553 -0.11900 0.01357 0.26111 -0.1.6188 -0.04503 0.02715 0.36925 0.03728 0.00733 0.0J920 0.36927 -0.10506 -0.02067 0.01920 0.07264 4, 25350 -8.76706 -1.65887 0.38203 -1.07662. . INTERCEPT 0.5,6017 ) MULTI PLE CORRELATIIIN 0.97101 RESIDUAL STD. DEV. 0.02351 ~ STD. ERROR OF.MEAN 0.00679 ) ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF F MEAN F VALUE (1 FREEDOM SQUARES SQUARES ATTRIBUTABLE TO REGRESSION 5 0.05+173 0.01095 19.80211 DEVIATION FROM REGRESSION 6 0.00332 0.00055 TOTAL 11 0.0580d ) 1 0.1732A 0.05774 2 -0.35700 -r).11900 3 -0.03377 -0.04503 ) 4 0.01100 0.00733 5 -.0.03100 -0.02067 17 6.68200 0.56017 J ANALYSIS OF VARIANCE FOR.THE REGRESSION ) S(IURCE OF VARIATI.ON DEGREES SUM OF MEAN F VALUE OF FREEDOM LINEAR REGRESSION 2 SQUARES _0.05248 SQUARES 0.02624 •47.28d80 ) QUADRATIC REGRESSION 3 0.00224 0.00075 1.34683 LACK OF FIT .i 0,00054 0.00054 0 97573 REPLICATION ERROR 5 0.00277 0.00055 . TOTAL 11 0.05804 AVERAGE-OF, _ 6 iCENTER POINTS = 0.5.6p17 7 ) .) , J . 4 ;
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t).0GG0 0.0000 0.0000 0.GG00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -1.0000 -1.0GGG -0.7200 -0.6000 -0.4400 0.0400 0.4200 0.3200 0.6000 1.0000 i -1.D000 -0.9000 -0.8000 -0.7200 -0.0800 -0.2000 0.2000 0.2800 0.6000 1.0000 -1 ..0G00 -0.84G0 -0.9200 -0.7200 -0.4400 -0.0000 -0..0000 0.5200 0.6000 1.0000 50891 8411 -1.0000 -1.0000 -0.9200 -0.7200 -0.4800 -0.2400 0.6400 0.8400 0.6800 1.0000 ~ -0.9600 -0.9200 -0.9200 -0.7200 -0.3600 -0.2400 0.5200 0.2800 0.6000 1.0000 -1.0000 -0. 8t300 -0.8800 -0.6800 -0.4800 0.2000 0.0800 0.4800 0.8800 1.0000 0..0000 -0.8000 -0.92.00 -0.6800 -0.4800 -0.2000 0.3200 0.2800 0.6000 1.0000 ~ 0.0000 -1.0000 -0.88.00 -0.6400 -0.4000 -0.1000 0.4400 0.9200 0.6000 0.0000 0.0000 -1.0000 -0.8400 -0.7200 -0.4000 -0.0800 0.4800 0.3200 0.6000 0.0000 0..0000 -0.,9600 -0.6800 r0.7200 =0.4800 0.1600 0.7200 0.2800 0.6400 0.0000 ~ 0.0000 0.0000 -0.9200 -0.5600 -0.3200 0.32.00 -0.0000 0.3600 0.6400 0.0000 0..0000 0.0000 -0.9200 -0.72.00 -0.2800 -0.24A0 -0.0000 0.2800 0.6000 0.0000 0.0000 0.00G0 -0.6400 -0.7200 -0.2400 0.0800 0.4000 0.4000 0.6400 0.0000 ~ 0.0000 0.0000 -0.9200 -0.6400 -0.4600 -0.2400 0.0400 0.5600 0.6400 0.0000 ~. 0.0000 0.0000 -0.9200 -0.7200 -0.4000 -0.16.00 -0.0000 0.3000 0.6000 0.0000 0..0000 0.0000 -0.92G.0 -0.7200 -0.4800 - 0.2400 0.0800 0.6800 0.6800 0.0000 ~ 0.0000 0.0000 -0.9200 -0.44D0 -0.4000 -0.1600 0.0400 0.2800 0.6800 0.0000 0.0000 0.0000 -0.8400 -0.5200 -0.1200 0.2800 0.1600 0.2800 0.7200 0.0000 0.0000 0..0000 -0.9200 -0.6800 -0.2000 -0.2000 0.0400 0.7200 0.8000 0.0000 j 0..000G 0. 00Gc -0.9200 -0.6800 -0.4400 =0.1200 -O.GO00 0.4400 0.7600 0.0000 0.0000 0.0000 -0.9200 -0.4800 -0.1600 -0.1200 0..0400 0.2800 0.6G00 0.0000 0.0000 0.0000 -0.9200 -0.72A0 -0.4800 -0.0400 -0.0000 0.3200 0.6000 0.0000 ) 0.0000 0.0000 -0.9200 -0.7200 -0.4400 -0.2400 0.2400 0.3600 0.7200 0.0000 0.0000 G..G0G0 -0.6000 -0.6400 -0.4400 -0.1600 0.2800 0.6GG0 0.92G0 0.0000 0.0000 0.0000 -0.7600 -0.3600 -0.0400 -0.2400 0.5600 0.2800 0.6000 0.00C0 ) 0.0000 0.0000 -0.9200 -0.6400 -0.4400 -0.2000 -0.0000 0.9600 0.8400 0.0000 0.0000 C.COGG -0.8800 -0.4000 -0.3200 0.1200 -O.D000 0.6400 0.7600 0.0000 0.0000 0.0000 -0.9200 -0.7200 -0.4800 -0.0400 0..0800 0.2800 0.8400 0.0000 ~1 0.0000 0.0000 -0.8400 -0.7200 -0.4800 -0.2400 -0.0000 0.2800 0.6800 0.0000 0.0000 0.0000 -0.8800 -0.68.00 -0.2000 -0.2400 0.3600 0.3600 0.0000 0.0000 0.0000 0.0000 -0.8800 -0.6000 -0.280G -0.20A0 -0.A000 0.3200 0.0000 0.0000 ~ 0.0000 U.0000 -0.9200 -0.68.00 -0.1oG0 -0.0800 0.0800 0.3200 0.0000 0.0000 0.0000 0.0000 -0.8400 -0.5200 -0.3600 -0.2000 -0.0000 0.7600 0:0000 0.0000 0.0000 0.0000 -0.5600 -0.3200 -0.2400 0.1200 0.1600- 0.2800 0.0000 0.0000 ) 0.0C00 0.0000 -0.9200 -0.7200 -0.4800 -0.24.00 0.0400 0.2800 0.0000 0.0000 0.0000 0.0000 -0.8800 -0.7200 -0.1200 -0.2400 0.6000 0.4000 0.0000 0.0000 0.0000 0.0000 -0.7600 -0.4800 -0..4800 -0.2400 -0.0000 0.8000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 --0.6000 -0.0400 -0.2400 0.3600 0.4400 0.0000 0.0000 0.0000 0.0000 G.G000 -0.3200 -0.3600 -0.2000 0.2400 0.2800 0.0000 0.0000 0.0000 0.0000 0.0000 -0.4000 -0.4800 0.0800 -0.0000 0.3200 0.0000 0.0000 j 0.0000 0.0000 0.0000 -0.56.00 -0.4000 -0.0000 0.0800 0.2800 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6tiG0 -0.4000 -0.1600 0.0400 0.2800 0.0000 0..0000 U.000n 0.0000 0.0000 -0.6400 -G..0000 -0.2000 0.0400 0.2800 0.0000 0.00G0 ~- 0.0000 0.0000 0.0000 -0.6000 -0.440U -0.1600 0.1200 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0:0000 -0.4800 0.2400 0.2800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0. 0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. 0000 0.0000 0.0000 0.0000 0:0000 . 0. 0000 0.0000 0.OG00 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ : . ~ ~ 1 > ?
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MULTIPLE REGRESSION..... C1035.DAT SELECT.ION..... 13 ~ TABLE OF RESIDUALS CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 0.43000 0.385.17• 0.04483 I 2 0.38900 0.43383 -0.04483 50g91 $4g 3 0.60200 ,0.55717 0.04483 4 0.50000 0.54483 -,0.04483 5, 0.42900 0.38417 0.04483 6 0.30300 0.34783 -0.04483 7 0.43200 0.45467 -0.02267 8' 0.43800 0.45467 -0.01667 9' , 0.52200 0.45467 0.06733 10 0.39100 0.4546.7 -0.06367 1.1 0:-45600 0.45-467 0.00133 12 0.48900 0.45467 0.03433 } 3 i ) a t IF3 3 1 ~
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LOCUS OF STATIONARY POINT X 1 -1.4339 X 2 5.9J4B3 ESTIMATED RESPONSE AT STATIONARY POINT =, -0.02526. CANONICAL FORM OF THE RESPONSE.FUNCTION Y -Yn = ALPHAI*(Wl**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2) 0.0253 0.0818 0.0025 A >r[INIM,UM IS INDICATED 4TRANSFS)RMATION FROM ORIGINAL To CANONICAL VARIABLES M1 = WZ •W.HERE Z=X-XO AND ]N IS THE FOLLOWING MATRIX ) i 0.97;55._ 0.2200 -0.2200 0.9755 ~ ~. ~ I ~ ~ ~ ~ ~ ~ . .~ ~.. j 1 +ALPHA4*( W4**2 )• +ALPHA5*( W5*yt2 )• 1
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MULTIPLE REGRESSION..... C1035.DAT D SELECTION ..... 7 TABLE OF RESIDUALS ~ CASE NO. Y VALUE Y ESTIMATE RESIDUAL .1 4.33300 4.35933 -0.02633 50891 8511 2 4.45600 4.42967 0.02633 ~ 3 4.76300 4.78933 -0.02633 4 4.59600 4.56967 0.02633 5 4.00000 •4.02633 -0.02633 ~ 6 4.20200 4.175.67 0.02633 7 4. 77300 4.654.17 0.118B3 8 -4.73000 -4.65417 0.07583 -~ 9 . 4.62200 4.65417 -0.03217 J0 4. 53300• 4.65417 -0.12117• ~" iI 4.50.000 4.65417 -0.1.5•417 ~ 12 4.76700 4.,65417 . 0.11283 j ~ ) ~ I ~ ) -:3 3 d7 J
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I LOCUS OF STATIONARY POINT X 1 0.8466 X 2 -0.9331 ESTIMATED RESPONSE AT STATIONARY POINT = 4.-82751 CANONICAL FORM AF THE RESPONSE FUNCTIAN Y -YO ~ ALPHAI*(W)**2) +ALPHA2*(W2*t2) +ALPHA3*(W3**2) -4.8275 -0.0985 , -0.4265 A MAXIMUM IS'INDICATED - TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= MZ .WHERE Z-X-Xo AND M IS THE FOLL.()WING MATRIX -0.52-72 0.8498 0.8498 0.5272 +ALPHA-4*(W4**2)-- +ALPHA5*(W5**2) 50891 8510 +ALPHA6*(W6**2) D )
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES ~ VARIABLE 1 2 3 4 5" 1 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0..000 .0.•000 0. 000 50891 8520 3 0•000 0.000 1.000 0.000 0.Ory0 .4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 ) . .J ~
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0 SAC C1035 ~ ~ ~ THE COLLAPSE CUEFFICI6NTS ARE( 3.1.10 0.0700 -0.25D0~ -0.0400 -0.1100 -0.0300 I 50891 8436 2.7139 2.7d54 2.8569 2.9284 2.9999 3.07.14 3.1428 3.2143 3.2ct58 3.3573 1 -0.9000 -0.5940 0.1980 0.3240 0.5760 0.0360 -0.5400 -0.1620 0.8820 0.5400 -0.8820 0.7920 0.1080 0.5580 0.3060 -0.8640 -0.6120 0.1260 -0.3060 0.4680 -0.8040 -0.7740 -0.1800 0.0540 D.1620 -0.4140 -0.3600 0.9000 0.5760 0.4500 -0.9000 -0.7200 0.1800 0.0720 -0.3780 -0.4680 -0.8100 -0.0000 0.3240 0.5220 -0.8460 0.8820 0.1260 -0.7200 0.1800 -0.1080 0.6300 -0.G900 0.3060 0.4860 -0.8d20 -0.8640 0.09.00 -0.27.00 0.3240 0.54.00 -0.5760 0.7920 0.5580 0.5040 U.0000 -0.5220 -0.8640 0.3420 -0.5040 0.7020 -0.0720 -0.4140 0.0360 0.5580 0.0U00 -0.ts2ti0 0.1620 0.3060 0.2880. -0.2880 -0.3060 0.6480 0.7560 0.4320 0.0000 -0.6480 0.7560 -0.1440 -0.9000 -0.8100 0..7740 -0.5220 -0.1080 0.0000 0..0000 -0.5040 • 0.1440 0.0900 -0.5580 0.8100 -0.1620 -0.6120 0.1440 0.0000 0.0000 -0.6660 0.2160 -0.1620 0.1980 -0.6840 0.0540 -0.5580 -0.2160 0.00G0 0.0000 0.7740 -0.5580 -0.t3460 0.1440 -0.5220 -0.4140 0.6660 0.3420 0.0000 0.0000 0.8040 0.0720 -0.8820 -0.0900 -0.36D0 0.0360 -0.3780 0.1260 0.0000 ) 0.0000 -0.5760 -0.3U60 0.6840 0.2700 -0.6480 -0.5040 -0.3240 0.5400 0.0000 0.0000 -0.81G0 0.5040 -0.3o00 -0.6480 0.5580 -0.6480 -0.4500 -0.2700 0.0000 0.0000 0.0000 0.2340 0.0300 . 0.2160 -0.1980 -0.2340 -0.4860 0.5940 0.0000 0.0000 0.0000 -0.4r360 -0.6300 0.2520 0.0540 0.8820 0.1440 0.7740 0.G000 0.0000 0.0000 0.8460 -0.5760 0.2340 -0.5580 -0.7020 0.1080 0.2880 0.0000 0.0000 0..G000 0.o480 -0.45D0 0.3420 0.0180 0.3240 -0.2160 -0.0540 0.0000 , 0.0000 0.0000 -0.4140 0.7920 -0.3060 0.9000 0.3420 -0.2880 -0.1620 0.0000 D 0.0000 0.0000 0.0540 0.2880 0.7200 -0.7200 0.3060 0.8100 0.3600 0.0000 0.0000 0.0000 0.4800 0.7020 0.1260 0.5220 0.3600 0.6300 0.5220 0.0000 ) 0.0000 0.0000 0.2520 0.1080 -0.0720 -0.2160 -0.9000 0.0180 -0.0360 0.0000 ) 0..0000 0.0000 -0.7740 0.3000 -0.2160 0.6840 0.6480 -0.2340 0.3780 0.0000 0.0000 0.0000 -0.6840 -0.5040 -0.1980 -0.7740 -0.7560 -0.2700 0.5040 0.0000 ~ 0.0000 . 0.0000 -0.9000 -0.8100 0.8280 -0.0900 0.2880 -0.0720 0.0180 0.0000 0.0000' 0.0000 -0.8280 0.5400 -0.4500 -0.6120 0.3780 0.7740 0.0000 0.0000 0.0000 0.0000 0.6300 0.2700 0.3600 0.8280 -0.7380 -0.0180 0.0000 0.0000 ~ 0.0000 0.0000 0.0360 0.9000 0.7020 -0.1260 0.8640 0.6840 0.0000 0.0000 0.0000 0.0000 -0.1980 0.8820 0.5580 -0.3420 0.7560 -0.6480 0.0000 0.0000 0.0000 0.0000 0.2700 0.8100 0.8100 0.7200 0.6120 0.8820 0.0000 0.0000 ~ 0.0000 0.0000 -0.1620 0.1260 -0.7740 0.0720 0.2700 0.1620 0.0000 0.0000 0.0000 0.0000 -0.6300 -0.3780 -0.8640 -0.7560 0.3960 -0.5940 A.0000 0.0000 0.00G0 0.0000 -0.3240 0.0180 0.1080 0.5040 -0.4500 0.3780 .0.0000 0.0000 ~ 0.0000 U.0000 -0.7380 -0.2880 -0.61.20 0.5760 -0.0900 0.3960 0.0000 0.0000 0.0000 0.0000 -0.3960 0.P520 0.5940 -0.27A0 -0.8280 0.3600 0.0000 0.0000' 0.0000 0.0000 0.0180 0.5760 -0.7380 -0.0000 0.0720 -0.1080 .0.0000 0. 0000 ~ _ 0.0000 0.0000 0.0000 0.1440 -0.2880 -0.8ts20 0.2520 0.0000 0.0000 0.0000 U.0000 U.0000 0.0000 -0.4320 -0.8100 -0.5940 0.4140 0.0000 0.0000 0.G000 0.-00;00 { 0.0000 0.0000 0.2340 0.3780 0.7920 -0.2520 0.0000 0.0000 0.0000 j 0.0000 ~ 0.0000 0.G000 -0.6840 0.9000 -0.8280 0.0G00 0.0000 G.0000 0.0000 0.0000 i 0.0000 0.0000 -0.5220 -0.10b0 -0.8460' 0.0000 0.0000 0.0000 0.0000 0.0000. 0.0000 0.0U00 0.3780 -0.4320 -0.7380 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0,.00IJ0 0.1620 -0.6840 -0.5040 0.0000 0.0000 0.0000 0.0000 O.OOGO U.G000 O.G000 0.0000 0.09G0 U.OOOG O.OOOU 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ' 0.0000 0.0000 3 ~ ~I
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MULTIPLE REGRESSICIN..... C1035.DAT SELECTION..... -4 TABLE OF RESIDUALS ~ CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 .1 3.59100 3.62183 -0.•030B3 2' 3.40000 3.36917 0.03083 ~ 3 2.83900 2.86983 -0.03083 4 2.93600 2.90517 O.D3083 5 3.45100 3:-48183 -0.03083 ) 6 3.73000 3.69917 0.03083 .7 3.5680.0 3.37783 ,O.19017 50891 8523 8 3.41600 3.37783 .0.03817 ~ 9 • 3.1000.0 3.37783 -0.27783 ~ JO 3.28300 3.37783 -0.09483 11 3.55600 3.37783 0.17817 ~ 12 3.34400 3.37783 -0.03383 ) ~ ~ 7 ~ ) ) i ) , ~
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MATRIX OF CORRELATIONS BETJYEEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 50891 8524 ) 1 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 0.000 0.000 3 0.000- 0'.000 1.000 0.000 0.000 7 4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 ~ ~ ) i D ~ ? ~ ~ ) ~ ~ .3- ~ r ~ ) ..
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LOCUS OF STATIONARY POINT X 1 0.0920 X 2 0.4516 ~ ESTIMATED RESPONSE AT STATIONARY POINT = 3.79409 CANONICAL FORM OF THE RESPONSE FUNCTION 50891 8518 ~ Y -YO = ALPHAI*(Wl*t2) +ALPHA2*(W2**2) +ALPHA3*(W3**2)- +ALPHA4*(W4*t2) +ALPHA5*(W5*t2) +ALPHA6*( W6*t2) -3. 794.1 ;0.2] 96 - -0.0826 A SADDLE .POINT IS INDICATED '~ - TRANSFDRMATION FROM ORIGINAL TO CANONICAL VARIABLES 1N = MZ WHERE Z=X-XO AND M IS THE FnLLOWING MATRIX '~ 0.6100 0..7924 ~ Q.7924 -0.6100 ) ) ,) l I 1 1 )
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d.a ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ) 0.2000 0.5o00 -1..0000 0.2800 0.6400 -0.2800 -0..8800 -0.88.00 -0.9600 -1.0000, ` } 0.1200 0.3200 -1.0000 -0.2000 -0.5000 . -0.8000 -0.3600- -0.8400 -1.0000 -1..0000 - . 0.1600 0.2000 -0.9200 1._0000 0.8000 -0.9200 -0.9200 -0.9200 -0.9200 -0.9600~ 50891 8381 0.1200 0.9600 0.76G0 0.5600 -0.4000 -0.0400 -1.A000 -0.8000 -0.8800 -1.-0000, ) 0.1600 0.6400 -0.9600 0.8800 -1.0000 -0.1200 -0.6400 -0.6000 -0.8400 -0.9600 0.1200 0.7200~ -0.6400 0.4400 -0.7600 -0.84.00 -0.6000 -0.7600 -0.8400 0.0000 0.2000 0.9600<x, - '-0.7200 -0.8000 0.6800 -0.1600 -0.6800 -0.6400 0.0000 0.0000 ~ 0.0000 -0.5600 - -0.9200 0.2000 0.8400 -0.3200 -0.5600 -0.7200 0.0000 0.0000 0..0000 -0.6000 0.8800 -0.84.00 -0.0400 -1..0000 -0.8400 -1.0000 • 0.0000 0.0000 0. 0000 0.0400 -0.9600 0.2800' 0.76D0 -0.96.00 -0.7200 -0.6800 0.0000 0.0000 ~ 0.0000 -0.2400 -0.8800 0.8800 0.8000 -0.5000 -0.5200 0.0000 .0.0000 0.0000 0.0000 0.1200 0.3200 -0.6000 -0..1600 .-0.5200 -0.4000 0.0000 0.0000 0.0000 0.0000 0.2000 1.0000 0.4000 -0.36.00 -0.6000 -0.7000 0.0000 0.0000 0.0000 ~ 0.13000 -0.6400 -0.4400 -0.0400 -0.60G0 -0.7600 -0.9000 0.0000 0.0000 0.0000 ~. 0.0000 0.8400 -0.1200 0.8400 -0.5200 -0.2400 -0.4800 0.0000 0.0000 0.0000 0.0000 -0.6400 -0.8400 -0.5600 0.72.00 -0.4800 -0.8000 0.0000 0.0000 0.0000 ~ 0.0000 -0.0400 -0.8400 0.0400 -0.44.00 -0.64D0 -0.4400 0.0000 0.0000 0.0000 0..0000 0.8400 -0.7600 0.5200 0.7600' -0.3600 -0.9600 0.0000 0.0000 0.0000 0.0000 -0.0000 0.8800 0.8400 0.2800 -0.4400 -0.8000 0.0000 0.0000 0.0000 ) 0.0000 -0.2000 0.3200 0.2000 0.8400 1.0000 -0.4400 0.0000 0.0000 0.0000 0.0000 -0.1600 0.1200 -0.7200 -0.4t3.00 -0.6800 -0.7600 0.0000 0.0000 0.0000 D.06GG -0.5200 -0.4800 1.0000 0.4000 0.92GG -0.4800 0.0000 0.0000 0.0GG0 ) 0.0000 -U.4000 0.4400 0.4000 0.2000 -0.7200 =0.8400 0.0000 0.00G0 0.0000 0.0000 0.3200 -0.04.00 -0.8000 0.6000 -0.8800 -0.7200 0.0000 0.0000 0.0000 G. 00G0 0.6800 -1.OG00 0.6000 0.0400 -0.8800 -1.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.12 00 -1.0000 0.9600 -0.8800 0.9600 -0.5200 0.0000 0.GG00 0.0000 0.0000 0.7200 -0.5600 -0.1600 0.7200 0.9600 -0.4000 0.0000 0.0000 0.0000 0.0000 -0.4000 -0.6800 0.1200 1.0000 -0.2000 -0.6800 0.0000 0.0000 0.0000 ~ 0.00GG -0. 32G0 1.0000 -1.0000 0.8800 0.0000 -0.5600 0.0000 0.0000 0.0000 ~ 0.0000 -0.2000 0.4800 -0.ti800 0.4400 0.0000 -0.9200 0.0000 0.0000 0.0000 0.0000 0.9200 0.7o00 -0.2400 0.1200 0.0000 -0.6400 0.0000 0.0000 0.0000 ~ 0.0GOG -0.3600 -1.0G00 -1.0000 0.8800 0.0000 -0.6000 0.0000 0.0000 0.0000 U.oU00 0.7oG0 -0.5oG0 0.8000 '0.0000 0.0000 0.0G00 0.0000 0.0000 0.0000 0.0000 -0.1200 -1.0000 -0.8800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 -0.5o00 0.9600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00GG -0.6400 0.0800 0.0000 0..0000 0.0000 0.0000 0.0060 0.0000 0.0000 0.0000 0.3600 -0.4400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.7200 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.8800 0.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 } 0.0000 0. 0000 -1.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -1.GGG0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.5600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 ) 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 o.00aQQ 0.0G00 0.0000 0.0000 o.booo 0.0000' 0.0000 0.0000 0.0000 0.0000 0.0000 0.G00G G.0000 0.OG00 0. 0000 0.0000 0.0000 0.0000' .0.0000 0..0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0:0000 + 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 y) J
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-N ~ ~: .~ 3 I a .3 13 MULTIPLE REGRESSION..... C1o35.DAT SELECTION..... 6 CASE NO. TABLE nF RESIDUALS Y VALUE Y ESTI6IATE' RESIDUAL 1 5.39800- , e~5:41033 -0.01233 2 , _ 4,86700`. i ~,~<< +4.«85467,' D.0J233 3 , ` 4', 5.1600~ " '~; 4.52833' .*0.01233 .41 . ~ 4b,39400g -=~ -4. 38167 , 0.01233 5 4.36300 4.37533 -0.01233 5, 09000 5_07767, U..01233 7 5.08000 4.93533 0.14467 8 4.98900 4.93533 0.05367 9 . .4,67800 4.93533 . -0.25733 10 5',10900 4-.93533' 0.17367 it 4:97800 4.93533 0.04267 12 4,77800 4:93533" -0.15733 , f 50891 8515 i
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, ~ MATRIX OF CORRELATIONS BE'IWEEN INDEPENDENT VARIABLES VARIABLE 1 2 3 q 5 3 1 1.000 0.000 .0.000 0.000 D.000 2 0.000 1..000 0.000 0.000 0.000 3 0.000 0.000 •1.0n0 0.000 0.0n0 50891 8532 7 .4 0.000 0.000 0.000 1.000 0.000. 5, 0.000 0.000 0.000 0.000 1.000 7 ~ r ~ ) 1 ~ ) i 1 ~ . )
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LOCUS OF STATIONARY POINT X 1 -0.0094 X 2 -0.0363 ESTIMATED RESPONSE AT STATIONARY POINT = 2.5419-4 CANONICAL FORM OF THE RESPONSE FUNCTION ~ Y -YO_= ALPHAI*(W1•**2_)• +ALPHA2*(W2**2) +ALPHA3*(W3**2) -2.5419 0.2293 -p.2076 A SADDLE POINT IS INDICATED ~ FGL T TRANSFORMATIONROM ORIINAO CANONIC:AL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX 0.9202 -0.3914 0.3914 0.9202 I j ) ~ > . 50891 8526 +ALPHk4*(W4**2) +ALPHA5*(W5**2) +ALPHAb*(W6**2) 5 J ) 1
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"I MULTIPLE REGRESSION..... C1035.DAT - SELECTION..... J6 .) VARIABLE MEAN STANDARD CORRELATIIIN REGRESSION STD. ERROR COMPUTED 8477 ~ N0. DEVIATION X VS Y COEFFICIENT . (IF REG.COEF. T VALUE 50891 I 0.00000 0.52222 0.18023 0.02829 0.04280 0.66103 2 0.00000 0.52223 0.0a035 0.00633 0.04280. 0.14798 ~ 3 0.00000 0.26111 ~A.63632 0.19977 0.08560 2.33383 4 0.24999 0.36925 0..10361 0.02300 0.06053 0.38001 5 0.25000 0.36927 0.32284 0.07167 0.06052 1.18A09 ~ DEPENDENT 21 0.15050 0.08197 .~ i INTERCEPT 0.12683 J MULTIPLE CORRELATION 0.74429 RESIDUAL STD. DEV. 0.07413 ~ STD. ERROR OF MEAN 0.02140 ) .ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF OF FREEDOM S MEAN F VALUE QUARES SQUARES ~ ATTRIBUTABLE TO REGRESSION 5 0.04095 0.00819 1.490d2 DEVIATION FROM REGRESSION 6 0.03297 0.00549 . TOTAL I .I 0. 0.7392 1 0.08487 0.028 29 2 0.01900 0.006 33 3 .0.14982 0.199 77 ~ 4 0:03450 0.023 00 5 0.10750 0.071 67 21 1.80600 0.126 83 D ANALYSIS OF VARIANCE FOR THE REGRESSION j SOURCE OF VARIATION O DEGREES SUM OF F FREEDOM SQU S R MEAN S S F VALUE A E LINEAR REGRESSION 2 0.00252 QUARE O.Of1126 0.23554 ) QUADRATIC REGRESSION 3 0.03843 0.01281 2.39322 LACK OF FIT 1• 0.00621 0.00621 1.15994 REPLICATION ERROR 5 0.02676 0.00535 ~ TOTAL 11 0.07392 AVERAGE OF'6..tENTER POINTS = 0.12683 ~ •. 7) 3 7 > J ~
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MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 9 TABL8 OF RESIDUALS ~ CASE NO Y VALUE Y ESTIMATE RESIDUAL 503 1 4.34400 4.36300 -0.01900 50891 8 2 . 4.33300 4.31400 0.01900 ~ -• 3 4.79600 4.8.1500 -.0•01900 ~ 4 - 4.66000 4.6•4100 0.01900 5 4.I2.100 4.14000 -0.01900 ~ 6 4; 38200 4.36300 0.01900 ~ 7 4.44300 -4.45133 -0.00833 8 4.42700 4.45133 -0.02433 ~ 9 , 4.66700 4.45133 0.215,67 ~ ~ 10 4.31500 4.45133 -0.13633 11 4 45,600 0 4.45133 0.00467 ~ 12 4.•40000 4.45133 -0.05133 ~ 3 ] ) J 0 . :1
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, MATRIX OF CORRELATIONS BETNiEEN INDEPENDENT VARIABLES VARIABLE 1 2 3 d 5 1 1.000 0..000 0..000 0.000 0.000 2 0.000 1.000 0.000 .0.000 0.000 3 0.000 0.000 1.000 0..000 0.000 50891 8500 I 4 0.000 0.000 0.000 1..000 0.000 5 0•000 0.000 0. 000 : 0.000 1.000 t. ) 7 ) ) , ) 3 i ) ) ~ ~ -
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MULTIPLE REGRESSIc)N.....C1035.DAT 7 SELECTION..... 3 I TABLE .OF RESIDUALS I C.AS.E NL). Y VALUE Y ESTIM.ATE RESIDUAL 50891 8521 1 2.35500 2.38783 -0.03283 2 2.51.100 2.4781.7 0.03283 3 2.73A00 .2.76383 -0.03283 .4 2.44700 2.4.1-417 0.03283 5 2.47300 2.50583 -0.03283 j 6 .2.79800 2.76517 D.03283 7 2.5A500 -2.5-4167 0.00333 8 2.59600 2.54167 0.05433 ~ 9 2.44400 _-2.541b7 -0.09767 10 2.59800 .2.54167 0.05633 i l 2.51.100 2.541.67 -0.03067 3 .12 2.55600 2.54167 0.01433 ~ ~ 7 D ~ ) 3 . D ~ • . J
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TABLE OF RESIDUALS CASE NO. Y VALUE Y.ESTIINATE RESIDUAL 50891 8499 1 6.22600 •6.13200 0.09400 2 5.23300 5.32700 -0.09400 " 3 4.57000 4.47600 0.09400 4 4.18.100 4.27500 -0.09400 5 ,4.89000 4.79600 0.09400 6 5.70800 5.80200 -0.09400 7 5.61400 5.40733 0.21267 8 5.27000 5,40133 -0.13133 9 5.10000 5.40133 _-0.30133 10 5.40200 5.40133 0.00067 11 5.43300 5.-40.133 0.03167 12 5.58900 5.40133 0.18767 ) D J J . ,
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LOCUS OF STATIONARY POINT > X 1 66.2827 X 2 -176.3769 `~ ESTIMATED RESPONSE AT STATIONARY POINT =' -41.09265 C.ANONICAL FORM OF THE RESPONSE FUNCTION ~ Y -YO = ALPHAi*(Wi**2)•• +ALPHA2*(W2**2) +ALPHA3*(W3**2) 41.0927 0.0013 ` • -0.3293 7 50891 8514 +ALPHA4*(W4**2) +ALPHA5*(W5**2) +ALPHA.6*(W6**2) 'A SADDLE.POINT IS INDICATED .TRANSFORMATION FROM ORIOINAL TO CANbN.ICaL VARIABLES •. W'= IwtZ WHERE ZaX-X0 AND IA IS THE FOLLOWING MATRIX -0.3506 0.9365 0.9365 0.3506 3 ~ ~ ) I ~ ~ ~ D j ) ~ ~ . . a " ~ J :j ~
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LOCUS OF STATIONARY POINT X 1 1.0714 X 2 -4.2217 ESTIMATED RESPONSE AT STATIONARY POINT = 3.68260 CANONICAL FORM OF THE RESPnNSE FUNCTIa)N Y -YO = ALPHAI*(Wl**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2} -3.6826 -0.0300 -0.1143 A MAXIMUM IS INDICATED TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX -0.2435 0.9699 0.9699 0.2435 50891 8534 +ALPHA4*(Wd**2) +ALPHA5*(W5**2)- +ALPHA6*(W6**2) )
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I MULTIPLE REGRESSION..... C1035.DAT SELECTION ..... 9 VARIABLE MEAN STANDARD ) NO. DEVIATION : . 1 - 0.25000 0.36927 ' ' ' ' DEPENDENT : '.14 4.44533 „ 0.18335 CORRELATION X VS Y REGRESSION COEFFICIENT STD. ERROR OF REG,COEF. COMPUTED T VALUE 0.5.1473 0.18072 0.06262 2.88582 50891 8505 -0.39592 -0.13900 0.06262 -2.21973 -0.59531 -0-,41801 0..12524 -3.33759 -p.15p39 -0.07467 On8856 . -084313 . 0.10205 0.05067 0.0885.6 0.57213 INTERCEPT 4.45133 MULTIPLE CORR L • I 0 E ATION 0.89951 I RESIDUAL STD. DEV. 0.1084b STD. ERROR OF .MEAN 0.03131 ) ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES ~,.ATTRIBUTABLE TO REGRESSION 5 0.29919 0.05984 5.08657 DEVIATION FROM REGRESSION 6 0.07058 0.01176 TOTAL 11 0.36977 ~ 1 0.54212 0.18072 2 -0.41.700 -0.13900 3 -0.3•1349 -0.•41801 ~ 4 -0.11.199 -0.07467 5 0.07600 0.05067 1-4 53.34400 4..45133 ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES LINEAR. REGRESSION 2 0.15593 0.07797 5.69797 3 QUADRATIC REGRESSION 3 0.14326 0.04775 3.48988 LACK OF FIT 1 .-0.00217 0.00217 0.15842 REPLICATION ERROR 5 0.06842 0.01368 ) TOTAL 11 0.36977 AVERAGE-OF„ 6,CENTER POINTS = 4.45133 j i 1 0.00000 0.52222 2 ,- 0.00000 0.52223 3 0.:00000 0.26111 4 ` =y" 0.24999 y.0.369 25 i
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MATRIX OF CORRELATIONS BETIWFEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 I 1..000 0.000 D.000 0.000 0.000 2 O.ooo 1.000 0.000 0.000 0.0n0 3 0.000 0.000 1.000 0.000 0.000 4 0.000 0.000 0.000 .1.A00 0.000 5 0.000 0.000-- 0.000 0.000 1.000 ) ~ 3 .i ) 1 50891 8512 > ) ~ . .
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1 MULTIPLE REGRESSION..... C1o35.DAT SELECTION..... 5 TABLE OF RFSIDI]ALS 'I CASE No. Y VALUE Y ESTIMATE RESIDUAL 1 3.93500 3:81183 0.12317 2 3.70000 3.823J7 -0.12317 5®891 8519 ~ • 3 3.81700 3.69383 0.12317 4 3.93600 4.05917 -0.12317 5 4.30800 4.J8483 0.12317 ) 6 . 3.68500 3.80817 -0.12317 7 4.01100 3.82833 0.18267 8 3.79800 3.82833 -0.03033 7 9 , 3.73300 3.82833 -0.09533 ~. 10 3.72800 3.82833 -0.10033 1.1 3.81 J 00 3.82833 -0.01733 ~ 12 3.88900 3.82833 0.06067 ~ ) ~ ) ~ ..~ ~ 1 ) . ~ -j ) , J
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MULTIPLE REGRESSION.....C1035.DAT ~ SELECTION..... 7 ~ i . 3 II . VARIABLE J4EAN STANDARD CORRELATION REGRESSIONJ ..STD. ERROR COMPUTED ~ NO. DEVIATION X VS Y COEFFICIENT . OF REG,COEF. T VALUE 1 0.00000 0.52222 0.•62811 0.2935.9 0.06509 4.51080 2 0.00000 0.52223 , -0.22500 -0.10517 0.06508 -1..6J585 3 0.00000,- 0.2011 -0 31-436 -0 29388 13017 0 -2 25762 4 0.24999 'F~ 0.36925 ` . -0.50730 . -0.33535 . 0.09205 . -3.64322 5 0.2'5000 0.3692.7 -0.28693 -0.18967 0.0920m -2.06063 j DEPENDENT 12 4.52292 '0.24409 ~ 3 I.NTERCEPT- MULTIPLE CORRELATION RESIDUAL STD. DEV. STD. ERROR OF MEAN 4.65417 0.94003 0.11273 0.03254 ~ ANALYSIS OF VARIANCE FOR THE REGRESSION .J SOURCE OF VARIATION DEGREES SUM OF MEAN OF FREEDOM SQU RES F VALUE A SQUARES ~ ATTRIBUTABLE TO REGRESSION 5 0.579J6 0.11583 9.11-488 DEVIATION FROM REGRESSION 6 0.07625 0.01271 TOTAL - 1.1 0.65540 ) 1 0.8807.2 0.29359 2 -0.31550 -0.10517 3 -0.22040 -0.2.9388 ~ 4. -0.50297 -0.33535 5 -0.284.5.0 -0.18967 12 54.27500 e1.,654.17 ~ ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE LINEAR REGRESSION OF FREEDOM 2 SQUARES 0.29175 SQUARES 0.14588 10.1.1789 ~ QUADRATIC REGRESSION 3 0.28740 0.09580 6.64471 LACK OF FIT 1 '.0.00416 0.00416 0.28848 REPLICATION ERROR 5 0.07209 0.01442 ~ TOTAL 11 0.65540 AVERAG.E-OF, _ 6 aCENTER POINTS 4.65417 .~ ` ~ i i 7)
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MULTIPLE REGRESSION..... C1035.DAT 7 SELECTION,.,,. 3 7 VARIABLE NO. MEAN STANDARD DEV IATION CORRELATION X uS Y REGRESSION COEFFICIENT STD. ERROR OF REG.COEF. COMPUTED T VALUE 50891 8529 1 0.00000 0.52222 -0.03543 -0.00837 0.03597 -n.23274 2 0.00000 0.52223 -0.05572 , -0.01317 0.03597 -0.36604 3 0.00000 0.26111 -0.66585 -0.314.67 0.07194 -4.37383 ~ 4 0.24999 0.36925 0.48581 0.16234 0.05087 3.19116: 5 0.25000 0.36927 -0.-42097 -0.14067 0.05087 -2.76524* j DEPENDENT ,8 2.54708 0.12339 t. INTERCEPT . 2.54167 ? MU LTIPLE CORRELATION 0.92787 ~ ,`d60 RESIDUAL STD. DEV. 0.06230 ~ STD. ERROR OF.MEAN 0.01799 l ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE ~ OF FREEDOM SQUARES SQUARES ATTRIBUTABLE TO REGRESSION 5 0.14420 0.02884 7.42972 DEVIATION FROM REGRESSI.ON 6 0.02329 0.00388 ~ TOTAL 11 0.16748 ~ 1 -0.02511 -0.00837 2 -0.03950 -0.013.17 3 -0.23598 -0.31467 4 0.24349 0.16234 5 -6.21.100 -0.14067 8 30.5.6500 -2.5d167 D J S .ANALYSIS .OF VARIANCE FOR THE REGRESSIdIN OURCE OF VARIATION DEGREES SUM1qF MEAN OF FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 0.00073 0.00037 F VALUE 10854 0 ~ QUADRATIC REGRESSION 3 0.14347 0.04782 . 14.21455 LACK OF FIT I `0.00647 0.110647 1.92259 REPLICATION ERROR 5 . 0.01682 0.00336 ~ TOTAL 1 1 0 14748 . D AVERAGE•OF , 6.CENTER POINTS a 2.541,67 ~ .~ ~ J J
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) a 7 LOCUS OF STATIONARY POINT X 1 0.1280 X 2 1.6582 ESTIMATED RESPONSE AT STATIONARY POINT = 3.65752 CANONICAL FORM OF THE RESPONSE FUNCTION Y -Yn= ALPHAt*(WI**2) +ALPHA2*(W2*r2) +ALPHA3*(W3**2) -3.6575 0.0484 -0.1551 A SADDLE POINT IS INDICATED +ALPHA4*(W4**2) 50891 8522 +ALPHA5*(W5*+t2) +ALPHA6*(W6**2) TRA.NSFnRMATION.FROM ORIGINAL TO CANONICAL VARIABLES W= MZ WHERE Z=X-Xo AND M IS THE FOLLOWING MATRIX ~ 0.8943 0.4474 ) -0.4474 0.8943 ~ ~ ~ J ~ ~ D ) ~ .1 :) s ~ J J
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MATRIX OF CORRELATIONS BET<nEEN INDEPENDENT VARIABLES 2 3 4 5 0.000 0.000 0.000 0.000 1.000 0.000 0.000 0.A00 0.000 1.000 0.000 0.000 0.000 0.000 1.000 0.0n0 0.000 0.000 0.000 1.000 VARIABLE I ') 1 1.000 2 0.000 3 0.000 I 4 0.000 0.000 ) ) 3 ) j ) . :3 j 5 ~ 50891 8528 ~ ,
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LOCUS OF STATIONARY POINT X 1 -0.5373 X 2 1.3558 ESTIMATED RESPANSE AT STATIONARY POINT s 4.17166 CANONICAL FORM OF THE RESPONSE FDNCTION Y -YO = ALPHAI*(WI?t*2) +ALPHA2*(W2**2) +ALPHA3*(W3**2)T +ALPHA4*(W4**2) +ALPHA5*(W5**2) -+ALPHA6*(W6**29 -4..171.7 0.0606 -0.1796 A SADDLE POINT IS INDICATED TRANSFORMATION FROM ORIGINAL Tt) CANONICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX 0.964J 0.2655 -0.2655 0.9641 50891 8530 i 1 )
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MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 2 VARIABLE NO. .MEAN STANDARD DEVIATION CORRELATId)N X VS Y REGRESSION _ COEFFICIENT STD. ERROR OF REG,COEF. COMPUTED T VALUE 50891 8533 1 0.00000 0.52222 -0.19715 -0.11980 0.11528 -1.03928 2 0.00000 0.52223 0.83461 0.50717 0.11527 4.39972 3 0.00000 0.26111 0.10119 0.12298 n. 23055 0.53341 -4 0.24999 0.36925 0.05081 0.04367 0.16303 0.26786 5 0.25000 0.36927 -0.18929 -n.16267 0.163n2. -0..99783 DEPENDENT 7 3.7.6592 0.31734 INTERCEPT 3.79567 MULTIPLE CORRELATION 0.88549 RESIDUAL STD. DEV. 0.19966 STD. ERROR OF MEAN 0.05764 D '. ANALYSIS OF VARIANCE FOR THE REGRESSION S ATTRI OURCE OF VARIATI BUTABLE TO REGRE ON DEGREES SUM OF MEAN OF FREEDOM SQUARES SQUARES SSION 5 0.86860 0.17372 ,.1 F VALUE 4.35791 DEVIA TION FROM REGRES SION 6 0.23918 0.03986 TOTAL 11 1.10778 1 -0.35939 -0.11980 2 1.52150 0.50717 3 0.09223 0.12298 4 0.06550 0.04367 5 -0.24d00 -0.16267 7 45.19100 3.79567 S OURCE OF VARIATI ANALYSIS OF VARIANCE FOR THE REGRESSION ON DEGREES SUM OF MEAN F VALUE 1 LI.NEAR REGRESSIO OF FREEDOM SQUARES SQUARES N 2 0.81A71 0.40736 9 53103 QUADRATIC REGRESSION 3 o.o5389 0.01796 . 0.42032 LACK OF FIT 1 0.02548 0.02548 0.59617 REPLICATION ERROR 5 0.21370 0.04274 TOTAL 1.1 1.10778 AVERA GE OF 6.°CENTER POINTS = 3.79567 ,
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES 2 3 4 5 0.000 0.000 0.000 0. 0rJ0 1.000 0.000 0.000 0.000 50891 8516 0.000 1.000 0.000 0.000 0.000 0.000 4.000 0. orro 0.000 0.000 0.000 1.000 ) .y
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MULTIPLE REGRESSION..... C1035.DAT 7 SELECTION..... 11 VARIABLE J+IEAN STANDARD CORRELATION REGRESSION . STD. ERROR COMPUTED 50891 8497 ~ NO. DEVIATION X VS Y 1) COEFFICIENT OF REG,COEF. T VALUE 1 0.A0000 0.52222 0.3.031.2 0.171-48 0.12988 1.32026 2 0.00000 0.52223 -0.71829 -0.40633 0.12988 -3.12857 .~ 3 0.00000 0.2611J 0.1b330 0.18476 0.259.76 0.71125 4 0.24999 0.36925 0.22062 0.17651 . 0.18369 0.96093 5 0.25000 0.36927 0.02396 0.01917 0.•18368 0.10435 DEPENDENT 16 3.06975 0.29543 t INTERCEPT 3.02083 MULTIPLE CORRELATION 0.82688 RESIDUAL STD. DEV. 0.22496 ~ STD. ERROR OF MEAN 0.06494 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION UEUHEES SUM UP OF FREEDOM SQUARES MEAN SQUARES I- VALUt ~ ATTRIBUTABLE TO REGRESSION 5 0.65641 n.13128 2.59423 ~ DEVIATION FROM REGRESSION 6 0.30363 0.05061 TOTAL 11 0.96004 ~ 1 0.5144n 0.17148 2 -1.21900 -0.40633 3 . 0.13856 0.18d76 7 4 - 0.26473 0.1.7651 5 0.02875 0.01917 16 36.83700 3.02083 D GRESS ON C F T E R ANALYSIS OF VARIAN OR E H E I ) SOURCE OF VARIATION DEGREES SUM OF OF FREEDOM SQUARES MEAN SQUARES F VALUE LINEAR REGRESSION 2 0.58353 0.29176 8.62029 ~ QUADRATIC REGRESSION 3 f).07288 0.02429 0.71775 LACK OF FIT 1 0.13440 0.13440 3.97090 REPLICATION ERROR 5 0.16923 0.03385 TOTAL 11 0 96004 D . AVERAGE OF- 6'CENTER POINTS 3.02083 i , ~
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MATRIX OF CORRELATIONS BETYVFEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 1 2 1.000 0.000 1 0.:000 0.000 0.000 50891 8536 0.000 . ono 0.000 0. 00o 0. 000 3 0.000 0.000 1.000 0.000 0.000 4 5 0.000 0..000 0.000 1.000 0.000 0.000 0.000 0.000 0.000 1.000 D , ~:~
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MULTIPLE REGRESSI(1N..... C1035.DAT SELECTION..... 2 TABLE OF RESIDUALS ") CASE N0. Y VALUE Y ESTIMATE RESIDUAL 1 4.07500 4..140J 7 -A.06517 2 4.05,600 3.9.9083 0.f36517 ~ 3 3.31200 3.37717 -0..06517 50891 8531 4 .3.19100 3.12583 0:06517 5 3.62600 3.69117 . -0.06517 '~ 6 4.15700 -4.09183 0.06517 7 3.95500 3.7,95,67 0.15933 8 3.84300 3.795.67 0.,04733 ~ 9 - 3.48900 3.Z9567 -0.30667 10 4.04300 3.7.9567 0.24733 11 3.62200 3..79567 -0.17367 ) 12 3.82200 3.79567 0.02633 ~ ~ ~ ) I j ) 1 j ) ) ,
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MULTIPLE REGRESSION..... C1035.DAT 1 ., SELECTION..... 7 1 ~ VARIABLE MEAN N0. STANDARD CORRELATLON DEVIATION X VS Y REGRESSION STD. ERROR COMPUTED COEFFICIENT OF REG,COEF. T VALUE 891 8537 1 0.00000 0.52222 0.23024 0.06611 0.03455 50 1.9135,6 2 D.OOOQO 0.52223 l0.88056 -0.25283 0.03455 -7.31866 3 O.A0000 0.26111 -0.06937 -0.03984 0.06909 -0.57657 4 0.24999 0.36925 -0.26926 -0.10934 0.04886 -2.23787 5 0.25000 0.36927 -0.08679 -0.03500 0.04886 -0.71639 ~ DEPENDENT 6 3.07742 0.14995 INTERCEPT 3.11350 ~ MULTIPLE CORRELATION 0.95558 tz:z> 0~13(P RESIDUAL STD. DEV. 0.05984 ~ STD. ERROR OF MEAN 0.0172.7 ) ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES • SUM OF OF FREEDOM SQU RES MEAN S UAR S F VALUE ) A ATTRIBUTABLE TO REGRESSION 5 0.22584 Q E 0.04517 12.6156•4 DEVIATION FROM REGRESSION 6 .0.021A8 0.00358 TOTAL 11 0.24732 ) 1 0.19831 0.06611 ) 2 -0.75850 -0.25283 3 -0.02988 -0.03984 ] 4 -0.16399 -0.10934 5 -0.05250 -0.03500 6 36.92900 3.11350 D ANALYSIS OF VARIANCE FOR THE REGR SS ON E I ~ SOURCE OF VARIATION DEGREES SUM OF OF FREEDOM SQUARES MEAN A SQ S F VALUE ~ LINEAR REGRESSION 2 0.20488 U RE 0..10244 26.73097 ~ QUADRATIC REGRESSION 3 0.02096 0.00699 1.82295 LACK OF FIT 1 0.00232 0.00232 0.60549 REPLICATION ERROR 5 0.01916 o.oo383 ~ TOTAL 11 0.24732 AVERAGE"0Fi 6 CENTER POINTS = 3.11350 i J
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) 7 J ) 25 DMILD CIU35 trICOTINE VERSUS MOISTURE 1.00 +-------+6--------+---------t---------+---------+4-------+------- 33+--------+---222---+------111 I 6 5 4 I 6 5 44 I 6 4 16 4 I 4 1 4 I 44 44 I' 5 4 0.60 +^ ` 1 55 I I -0.20 + 5 1 5 I 5 I 5 I -0.60 I 6 7777 I 6 7.77 I 6 777 I 6 7.77 I 6 `77 88888 I 6 777 8888 I 6 77 8888 I 6 .77 888 00 . " }6- t~ ---+----------77-------t-------+-888r-.M- i -- 55 5 66666 I, 666 1 66 I 6 99+--------+---------+----000000 -0.90 -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 t MOISTURE 5 5 66 55555 66 I 6 7777 5 44 44 44 44 44 44 44 ' 444 44 33 33 33 33 3 33 33 33 33 2222 1 333 222 333 2 333 I 33 I 333 I 333 I N 33 I I 333 I C 3 0 444 I T 44 + I 44 I N 44 I E 44 I 44' I 55 I I I 5 I + 6666666666 I I I I I I 77777 7777 I I I + 88888888 I I I 888888 I 888888 I I 9999 I 9999 I 999 I 50891 8546 )
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MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 10 VARIA NO. BLE .MEAN STANDARD DEVIATION CORRELATION X VS Y REGRESSION COEFFICIENT . STD. ERROR OF REG,CnEF. COMPUTED T VALUE 1 0..00000 0.52222 -0.22150 -0.22950 0.1.1608 -1.97717 2 D.00000 0.52223 :.0.;89616 0.9.2850 0.13 607 . 7.99924 3. 0.00000 0..26111 -0.0d319 -0.08949 0.23215 -0.38549 4p 0.24999 0.36925 -0.22897 -0.33552 0.1641.6 -2.04383 5 0.25000 .36927 0 -0.13502 -0.197B3 0.16415 -1.20518 DEPEN 15 DENT 5.26800 _ 0.54.1o8 INTERCEPT 5.40133 MULTIPLE CORRELATION 0.96161 . 17, `T / RES IDUAL STD. DEV. 0. 20.1'05 STD. ERROR OF MEAN 0.05804 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES . SUM OF MEAN . D RES SQUARES S U F VALUE ATTR IBUTABLE TO REGRE OM OF FREE Q A $SION 5 2.97790 0.59558 14.73505 DEVI ATION FROM REGRES SION .6 0.24252 0.04042 TOTAL 11 3.22041 1 -0.68847 -0.22950 2 2.78550 0.92850 3 -0• 06.712 -0. 08949 4 -0.50322 -0.33552 5 -0.29675 -0.19783 15 63.21.600 5.<10133 .ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION LINEAR REGRESSION DEGREES SUM OF MEAN OF FREEDOM SQUARES SQUARES 2 2.74434 1 .3727 7 F VALUE 36..20599 QUADRATIC REGRESSION 3 0.23355 0.07785 2.05418 LACK OF FIT 1 .,0.05302 0.05302 1.39899 REPLICATION ERROR 5 0.•1895n 0.03790 TOTAL 11 3.22041 AVER AGE-0~, 6,CENTER POINTS = 5.40133 50891 8501
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MULTIPLE REGRESSION..... C1035.DAT 1 SELECTION..... I TABLE OF RESIDUALS -) CA.SE N0. Y VALUE Y ESTIMATE RESIDUAL 50891 8535 1 2.80600 2.82567 -0.01967 2 2.95600 2.93633 0.01967 3 3.20400 3.22367 -0.01967 4 3.35100 3.33133 0.019.67 5 3.05500 3.07d67 -0.01967 ~ 6 2.87600 2.85633 0.01967 7 3.14800 3.11350 0.03450 8 3.13500 3.11350 0.02150 ~ 9 . 3.20000 3.11350 0.08650 ~: 10 3.05400 3.11350 -0.05950 11 3.03300 3.11350 -0.08050 ~ 12 3.11.100 3.11350 -0.00250 i ~ ~ ~ ~ ~ ~ J ) ~ i
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~ MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 5 ~ ~ VAR IABLE JdEAN STANDARD CORRELATION NO. DEVIATION x VS Y REGRESSION STD. ERROR COMPUTED COEFFICIENT OF REG,COEF. T VALUE 1 0.00000 0.52222 -D.4:1210 -0.137-d1 0.09081 -1.51312 2 0.00000 0.52223 -0.37089 -0.J2367 0.0.9081 -1.36178 +~ 3 .0.00000 0.2611J 0.43807 0.292J5 t).18163 1.60848 4 0.24999 0.36925 0.06327 0.02.984 0.12844 0.23230 5 0.25000 0.36927 0.22726 0.10717 0.42843 0.83445 50891 8521 ~ DEPENDENT 10 3.86258 0.17•413 ~ ~ INTERCEPT 3.82833 ~ MULTIPLE CORRELATION 0.74495 ~ RESIDUAL STD. DEV. 0.15a29 ) STD. ERROR OF MEAN 0.04541 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM-c)F O FR D . MEAN F VALUE F EE OM SQUARES SQUARES . ~ ATTRIBUTABLE TO REGRESSILIN 5 0.18510 0.03702 1.49629 DEVIATION FROM REGRESSION 6 0.1-4844 0.02474. TOTAL 11 0.33354 1 -0.41222 -0.137 41 2 -0.37100 -0.123 67 3 0.219.10 0.292 15 4 0.04475 0.029 84 5 0.16075 0.107 17 10 46.35100 3.828 33 ANALYSIS OF VARIANCE FOR THE REGRESSION 1 SOURCE OF VARIATION O DEGREES SUM OF F F EED M Q MEAN F VALUE O S UARES R SQUARES LINEAR-REGRESSION 2 0.10252 0.05126 4.46359 ) QUADRATIC REGRESSION 3 0.08257 0.02752 2.39659 L4CK OF FIT 1 0.09102 0.09102 7.92552 REPLICATION ERROR 5 0.05742 0.01148 TOTAL la 0.33354 AVERAGE OF. . .6 ,CENTER POINTS = 3.82833 i D ) ) J
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MULTIPLE REGRESSION.....C1035.DAT SELECTION..... 8 VARIA.BLE .MEAN STANDARD NO. DEVIATION 1 0..00000 A.52222 2 0..00000. 0:52223 " 3 0.00000' 0.26•111 4 0.24999 0.36925 5 0.25000 0.36927 DEPENDENT 13 3,43617 0.20893 CORRELATION REGRESSION STD. ERROR COMPATED X VS Y COEFFICIENT OF REG,COEF.• T VALUE 0.02237 0.00895 0.11443 0.07821 -0.2a037 -0.D8417 0.11442 -0.73557 0.29223 0.23383 . 0.22885 ,1.021.76 0.54112 0.30618 0.16183 1.89203 -0.29369 -0.16617 0.16182 . -1.02687 ~ ~: INTERCEPT 3.4011.7 MULTI PLE CORRELATIIIN .0..71360 RESIDUAL STD. DEV. 0.19819 STD. ERROR (1.F.MEAN 0.05721 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF OF FREEDOM SQUARES ATTRIBUTABLE TO REGRESSION 5 0.24452 DEVIATLON FROM REGRESSION 6 0.23567 TOTAL Ii D.48019 1 0.02685 0.00895 2 -0.25250 -0..08417 3 0.1.7536 0.23383 '4 0.45922 0.30618 .5 -0.24925 -0.16617 13 41.23400 3.40117 MEAN F VALUE SQUARES 0.04890 1.24508 0.03928 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF OF FREEDOM SQUARES LINEAR' REGRESSION 2 0.021-49 QUADRATIC REGRESSION 3 0.22303 LACK OF FIT i `0.00070 REPLICATION ERROR 5 0.23496 TOTAL 11 0.48019 AVERAGE 0P- • 6+CENTER POINTS = 3.40117 MEAN F VALUE SQUARES 0.01075 0.22868 0.07434 1.58201 0.00070 0.01500 0.04699 50891 8509 ) D
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~ MULTIPLE REGRESSION..... C1035.DAT 7 SELECTION..... 6 VARIABLE MEAN STANDARD CORRELATION REGRESSION STD. ERROR COMPUTED ~ NO. DEV IATION X VS Y COEF.FICIENT OF REG,COEF. T VALUE 50891 8517 1 0.00000 0.52222 --0.03329 -0.02021 0.09058 -n.22309 2 0.00000 0.52223 0.84740 0.51d33 0.09058 5.67840 3 0.00000 0.26111 -0.17883 -0.21709 0. 1.6 11,6 -1.19834 4 0.24999 0.36925 -0.33630 -0.28868 0.1281n -2.25353 5 DEPENDENT 0.25000 0.36927 -0.04582 -0.03933 0.1281.0 -0.30706 11 4.85333 0.31697 INTERCEPT 4.93533 3 MULTIPLE CORRELATION 0.93079 ,16c0~ ~ RESIDUAL STD. DEV. 0.15688 STD. ERROR OF MEAN 0.04529 ~ ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F F VALUE ~ O FREEDOM SQUARES SQUARES ATTRIBUTABLE TO REGRESSION 5 0.95750 0.19150 7.78054 DEVIATION FROM REGRESSION 6 0.14768 0.02461 TOTAL 11 1.10517 ~ 1 -0.06062 -0.02021 2 1.54300 0.51433 3 -0.16281 -0.21709 ~ 4 -0.43297 -0.28868 5 -0.05900 -0.03933 11 58.24000 4.93533 D ~ ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN F F VALUE O FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 0.79484 0.39742 13.53938 ~ QUADRATIC REGRESSION 3 0.16266 0.05422 1 84714 LACK OF FIT 1 `O.OOn9I 0.0f1091 . 0.03.104 REPLICATION ERROR 5 0. 1d676 0.02935 TOTAL 11 1.10517 AVERAGE-OE . 6 +CENTER POINTS 4.93533 ~ '
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N 3 1 7 TrIER7 C 1 U35 NICOTINE VERSUS MOISTURE 1.00 +---------2-------------- --------- - 111111111111111.11----+---------+--------+----22---+--------+ I 2 2 I I 2 22 3 I 13 22 2 I I 22 22 3 I 1 3 222 222 3 I I 3 - 22 222 3 I I , 222222 22222 3 I I 3 3 I I 3 3 I 0.60 + 3 3 4 1 4 3 3 I I 4 3 3 4 I I 4 33 33 4 I I 4 33 33 4 I I 4 3333333 333333 I N I 4 4 1 I I 4 4 I C I 5 4 4 I t) I 5 4 4 1 T 0.20+ 4 - 4, 5 I I 5 - 44 44 5 I N I 5 444 44 1 E I 5 44444 44444 5 I I 5 I I 5 5 I I 5 5 I I' 5 5 I I 5 5 I I 6 5 5 I -0.20 + 6 55 55 + I 55 - 555 61 I 6 5555 6 1 I 7 6 6 I I 1 6. I I 7 0 6 I 18 7 6 6 I I 88 7 6 6 I I 8 66 6 1 I 8 6 66 1 -0.60 + 88' 7 66 66 + I 88 7 66666666 I 1 88 7 71 .99 88 7 7 I I 9 8 7 7 I I 99 8rl 7 7 I I 99 88 7 7 I T 9 88 7 7 I I 99 88 7 7 I ;, OCf - y 888 77 77 I -1.-00 0,000-----+-9-----°+------8d---- -------------- -------- 777-+--------+----777---------------- ----+ -0.?0 -0.72 -0.54 -0.36 -0.18 0.00 0.1ri 0.36 0.54 0.72 0.90 MOISTURE 50891 8555 7 j 09 )
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I: lo RMOTO C1U35 NICOTINE VERSUS MOISTURE 1.00 +--------+--22----+-------+--------~_ 1 1 1 1 1 I 1 1 I 1 1 1 1 1 1 1 I I 1.11--_--+--------+--------+-22-----+ 3 22 2 I I 3 22 22 I I 3 222 22 I I 3 222 3 222 1 3 - 222 222 3 I I 3 2222222 222222 33 I 1 3 - 33 I I 3 " 3 I 4 3 3 4 0.60 + 4 33 33 4 + 1 4 33 333 1 I 4 333 333 4 I I 4 333333 333333 4 I I 4 44 1 I 4 4 5 I 4 44 I I 4 44 5 1 15 44 44 1 I 5 444 44 5 I 0.20 + 5 444 4444 5 + I 5 4444444 5 I I 5 5 6 I I 5 6 I I 5 55 I I 5 5 6 I 1 55 55 6 I 6 55 5 I I 6 555 55 6 1 I 55555555 6 I -0.20 + 1 0 6 I 1 6 6 I 1 66 6 7 I 1 6 6 7 I I 66 6 88 I. 66 66 8 I I 66 666 7 8 1 7 6666666 8 1 I 7 7 8 I -0.60 + 8 + I 7 88 I I 7 7 88 9 1 7 7 88 991 I 7 88 99 I I 7 88 99 I I 7 7 88 99 I 1 77 77 88 99 I I 77777777777 88 99 I I 88 99 00 -1.•00•.+--•=-----+----------- ---------- ---+--------+------ ---+--------88--------------- 999-+-----0000 -0.9® -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 ~ MOISTURE 50891 8558 7 , J
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'N 7 MULTIPLE REGRESSION..... C1035.DAT SELECTION..... 4 ~ ~ VARIABLE MEAN STANDARD CORRELATION Nn. DEVIATION X VS Y REGRESSION STD. ERROR COMPUTED COEFFICIENT OF REG,COEF. T VALUE 1 0.00000 0.52222 -0.52365 -0.27.194 0.09499 -2.86291 2 0.00000 D.52223 0.69003 0.35833 0.09498 3.77255 ~ 3 0.00000 0.26111 0.15676 0.16282 0..18997 0.85705 1 4 0.24.999 0.36925 0.03044 0.00767 0.13434 0.05707 5 0.25000 0.36927 -0.15568 -0.11d33 0.13433 -0.85115 ~ DEPENDENT 50891 8525 9 3.35117 0.27120 ~ INTERCEPT 3.37783 ~ MULTIPLE CORRELATInN 0.89402 => ,~O ~ RESIDUAL STD. DEV. 0.16452 ) STD. ERROR OF MEAN 0.04749 ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF OF FREEDO HEAN F VALUE ) M ATTRIBUTABLE TO REGRESSION 5 SQUARES 0.64663 SQUARES 0.12933 -4.77812 DEVIATION FROM REGRESSION 6 0.16240 0.02707 TOTAL 11 0.80902 ) i -0.81577 -0.2719d 2 1.07500 0.35833 3 0.12211 0.16282 7 .4 0.01150 0.00767 5 -0.17150 -0.11433 9 4n.21d00 3.37783 ::1 ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM LINEAR REGRESSION 2 SQUARES 0.60705 SQUARES 0.30352 . 9.68542 ~ QUADRATIC REGRESSION 3 0.03958 0.01319 42097 0 LACK OF .FIT 1 0.00571 0.00571 . 0.18206 REPLICATION ERROR 5 0.15669 0.03134 ~ TOTA L il 0.80902 ) AVERAGE OF 64CENTER POINTS 3.37783 3 d ~ ~ ~
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15 RntENT C1 U35 - tvICUTINE VERSUS MOISTURE 1.00 +------~+---~----+-00000000+--------+-------+-------+--------+--9----+--------+---8-----+ I 8 I 1 9 8 I I 9 8 I I 9 8 I I 9 8 I I 9 9 8 . I 1 99 99 d I 999999999999 88 7 7 I 50891 8561 I 8 7 I 0.60 + 8 7 + 1 88 7 I 8 88 7 I 1 88 88 7 I I 88 888 ' 7 I I 68888 813888 7 I N I 7 I I I ,77 61 C D I 7 6 I c) I 77 77 6 I T ~ 0.20 + I 71 777 77 66 + I I 777777 77777.77 7.77 6 66 I I N E 1 66 I 1 66 I I 60 666 5 I 666 6666 55 I I 6666 -6666 55 I I 6666666 666666 55 I I 5 5 I -3 -0.20 55 555 + 1 55 555 I I 555 555 I ~ I 5555 5555 44I I 555555 555555 44 I 1, 44 1 ~ I 44 4 4 I I 444 - 444 I I 444 444 I j I 44444 4444 I -0.60 + 4444444 4444444 33+ 1 33 33 I ~ I 33 33 I i 333 33 I I 333 33 I ) I 333 `- 3333 I I= 2 333333333333333333 22 1 22 22 I .~ ~ 1 22 22 I ~ I + 22 2- I -1.00 11i11---+--~---+--------22-----+---------+------ -+--------------- 222------ ------ ----+ ~ -0.90 -0.72 -0.54 -0.36 -0.18 040 0.18 0.36 0.54 0.72 0.90 ) MOISTURE j 3 ~
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7 14 RC OOL C1U3 5 1JIC OTI NE VE U TU E RS S MOIS R 1.00 +--------3---------+---2---+--------+---------+-11111111111111111111111 ----+---------+-------+ ~ I 2 221 891 8564 1 3 2 2 I 50 ~ 1 2 22 1 I 3 2 22 I I 2 22 1 ~ I 22 22 I I 3 22 22 I 1 222 222 I "~ I 3 2222222 2222222 I 0.60 + 3 - + 4 3 1 ,5 I I 1 3 1 I 3 4 I ~ I 3 3 I N ~ I 3 3 4 I I I - 3 3 I C 3 I 3 3 I 0 1 33 3 51 T 0.2G + 4 33 33 5+ I ~ I 333333333333 55 I N 1 5 I E j I 1 4 5 5 I 1 1 5 ) 61 1 5 6 I ) I 4 5 66 I 1 4 5 66 I 1 4 5 6 I ~ -0.20 + 4 5 6 + 1 5 66 77 I 4 • 55 66 77 I j 1 4 55 6 7 7 I I 4 4 55 6 7 7 I 1 4 4 5 66 .77 I ~ 1 4 5 66 77 I l 1 1 4 4 5 5 66 66 7 8 ~ I 4 4 55 6 .77 77 881 8 I -0.60 + 44 44 5 66 77 88 + 1 5 6 77 88 I } 1 55 60 77 8 I I -' ~ 5 6 77 88 1 1 5 6 6 77 8 91 ~ 1 , 55 b 77 8 9 I 1 5 66 77 88 9 1 1 55 66 77 88 9 I ~ 1 55 6 77 8 9 I 1 i- 55 66 71 00' +-~-- - ------- ------ --+------ -l -~- 8 9 00 . -- 55----+------66--------+777------f-d8-~~ ~g----0000 j -0.9dj -0.72 -0.54 -0.36 -0.18 0.00 0.1u 0.36 0.54 0.72 0.90 I MOISTURE J }
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3G M!'NRM CIU35 ~ NICOTINE VERSUS MOISTURE 1.00 +--------2----- ------ -------------- --illl.ll ------+ -- --- I 2 --+-2------+--_--3---+_-_-----+ I 2 3 I 2 3 4 I I 2 2 4 I I 3 2 2 3 I I 2 2 3 I 1 3 2 22 3 I I 3 2 2 3 4 I 1 3 22 22 4 5 I 222 222 3 4 51 0.60 + 3 4 + I 3 3 4 I I 3 4 5 I I 4 3 3 4 5 I I 3 33 4 1 8540 508g I 4 3 5 I 3 5 1 N ,~ I 4 3 33 4 5 I I 1 4 33 33 4 I C 5 4 333 333 5 I 0 1 4 4 5 I T 0.20+ 5 4 4 5. + I I 5 4 4 5 I N I 4 4 5 6 I E I 4 4 6 I I 5 44 4 5 6 I 6 5 44 44 6 1 I 5 44 44 5 6 I I o 5 I 1 6 5 I I 0 5 5 6 I -0.20 + 5 5 6 7 I 5 5 71 I 55 5 6 7 I I 7 5 5 I 1 7 0 555 555 6 I 1 6 6 1 I, 6 7 I I 7 6 6 I 8 7 6 6 7 I I 8 7 66 6 7 8 -0.60 + 8 7 b6 6 7 8+ 1 8 66 66 7 8 I 1 8 7 6666666666 g I I 8 7 8 I 9 8 7 7 8 I 199 8 7 7 8 I I 9 8 7 7 8 I 1 9 8 7 7 8 I 1 9 8 .77 77 8 9 00 99 86 7777777777 8 991 -1 .0U" OGOG-----99-------+---8d----+-------+------ -+-------+-- ~~+--------+--8------+----9--+ -0.9d -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 ~. MOISTURE • 7 1 1
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I 13 RMILD i:1U35 NICOTINE VERSUS MOISTURE 1.00 1+---------+°- ---------- ------ ----2--+ ~ I 2 2 I I 3 2 2 I I 3 2 2 I I 2 2 I 5 I 2 - 2 I 089j 8567 I 3 2 2 I I 3 - 22 2 I I 3 . 22 22 I 4 ' 2222 2222 I ,+ 0.60 4 3 3 + I 4 3 I I 3 1 I 3 3 I I 33 3 I I 3 3 I N I 4 3 .. 3 I I 5 4 33 33 I C 1 5 4 3333333333333 4 t) I 5 4 4 I T 0.20 + 5 4 44 + I I 5 4 . 44 I N I 5 4 4 I E I 5 4 44 I I 5 44 44 I 16 5 444 444 I 1 6 5 444444444 5 I 6 5 5 I I 5 55 1 I 6 5 5 I -0.20 + 6 55 55 + I 6 55 5 I 17 6 55 55 I 1 7 6 5555555 555555 I I 7 6 . 61 1 7 66 6 I I 7 6 66 I ' I 7 66 66 I 8 77 b6 66 I I 8 7 666 666 1 -0.60 + 8 77 66666666666666 + 1 8 • 77 71 I 8 77 77 I I 8 77 77 I y 8 777 77 . I I yy 88 Z77 777 I ) I yy 88 77.7777 7777.77 I I. 99 8 I ~ 1 99 tid 8 I ) 0 99 88 8 1 -i .-00, 000P0-----+---99--+-------+----88--+--------~_-------+--------+--------------- -88-- ~-+ -0.9p -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 i MOISTURE
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29 TritRM C 1 U35 N IC OTINE VERSUS MOISTURE 1.00 +3-------+---2---+---------+ -----+-illllllllilllil --+--------+--- + 2 I 3 2 ------ ------+--------+ 2 I I 3 2 2 2- I 1 22 22 3 I I 2 2 I I 222 22 I 50891 8543 7 I 3 222 222 3 I I4 3 22222222222 3 4 I I 3 3 4 I I 1 4 3 3 4 I 0.60 + 4 3 3 + I 4 3 3 4 I ) 1 4 3 3 4 5 I 4 33 333 ' 4 I 5 4 333333333333333 4 5 I I 4 4 5 I N I 5. 4 4 5 I I 1 5 4 4 I C 1 5 44 4 I 0 1 4 4 6 T 0.20 + 44 44 + I ~ 1 444 444 5 6 I N I 5 5 I E I 6 5 5 I ~ I 5 5 6 I ~ I 6 5 5 6 I I 6 5 5 6 I I I 55 55 6 71 ~ I 55 55 6 I I 5555 5555 6 7 1 ~ -0.20 7 6 6 + I 6 6 7 I I 7 6 6 7 I ) 1 7 6 6 I 1 b 6 8 I 7 66 66 I ~ I' 7 66 _66 7 8 I I 7- 666 6666 7 I 1 7 8 I J 18 7 7 I -0.60 + d 7 7 8 + I 8 7 7 8 1 ~ I 8 7 8 99 I b 7 7 8 991 I tt 77 7 8 - 9 I ) I 88 ,• 77 77 8 99 I I 8 777.77 8 9 I 9 8 8 99 I ~ 19 86 88 99 I ~ I 9y - 8 8 99 00 -1.00~+ ~9y-----+---------+ti-------+--------t---------+---------+------E18--------+------99-+----0000 j 7 -0.9q -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 MOISTURE J J •l
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1 d MTrtR7 C 1 U35 NICOTINE VERSUS MOISTUF2E I 2 4 6 I I I I 2 3 . 4' 5 I I 2 3 4 6 I I 4 5 6 I I 2 3 I 1 22 222 3 5 I I 3 6 I I 3 I 0.60 + 3 4 5 6 + I 3 4 5 I. I 3 4 6 1 1 33 4 I 1 333 333 4 6 I I 4 I N I 4 I I I 4 6 I C I 4 5 6 I 0 I 44 5 1 T 0.20 + 44 444 . 5 + I I 4444 4444 7 N I 5 I E I 5 1 I 5 6 7 I 5 5 6 7 I I 5 55 1 1 55 5 6 1 1 5555 5555 6 I 1 6 I -0.20 + 6 + I 6 6 7 I I 6 6 7 I I 0 6 7 I I 6 66 • I I 666 660 7 I I 7 7 I I 7 7 8 1 7 7 I I 7 7 I -0.60 + 7 .77 8 + I d 77 77 8 I I d 777 777 I I t3 8 1 I 8 I I 8 8 I 1 99 8 8 I ~ I 999 88 d : 0 a 999 888888 88888 I 99 -1.00 00000---t-----99+------+---°-+--------+--------+~~~---+---------+--------+------49-+ :~ -0.40 -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 MOISTURE j I 99 8 8 I 50891 8552 ) J •
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I MATRIX OF CORRELATIONS BETWFEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 :) 1 1.000 0.000 0.000 0.000 0.000 2 0.000 -1.000 ' 0.000 0.000 0.0n0 3 0.000 0.000 1.000 0.000 0.000 ~ 4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 > ) ;_3 ) 50891 8588 j
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**END** JOB C1U35 itrQ #79 FOa MDD.HARDMAN DATE 9-MAR-82 t3s21s03 HOSTs R. J. R. T 0 B A C C 0- SYSTEM "A" TIMESHARE,,TOP **END **END** JOB C1U35 REQ #79 FOR MDD.HARDMAN DATE 9-MAR-82 8s2.1=03 HOST: R. J. R. T 0 B A C C_0 - SYSTEM "A- TIMESHARE, TOP **END ***LPTSP.L RU N LOG *** 50a91 8539 6311206 LPDAT LPTSPL VERSION 104A(2666)-2 8=11s06 LPDAT R. J. R. T 0 B A C C 0 - SYSTEM "A" TIMESHARE, TOP 8s11a0ti LPDAT JOB C.1U35 SEQUENCE #16 ON PRINTER 0 SYCOR91 AT 9-MAR-82 8s11i06 6911909 LPMSG STARTING FILE MIS7s<MDD.QMGWRK>C1U35.RT1.1 6821303 LPMSG FINISHED FILE MIS7s<MDD.QMGWRK>C1U35.RT1.4 tss21s03 LPEND SUMMARY: 48 PAGES OF OUTPUT 8s21=03'LPEND 56 DISK PAGES READ bs21=03 LPEND 24.000 SECONDS CPU TIME USE D **END**, JOB CIU35 REQ #79 FOR MDD.HARDMAN DATE 9-MAR-82 8:21s03 HOST: R. J. R. T 0 B A C CO - SYSTEM "A•10 TIMESHARE, TOP **END **d~~D** JO8 CiU35 REQ #79 FOR MDD.HARDMAN DATE 9-MAR-82 8s21s03 HOSTs R. J. R. T 0 B A C C c) - SYSTEM "A+i TIMESHARE, TOP **END **END** JOB C1U35 REQ #79 FOR MDD.HARDMAN . DATE 9-MAR-82 8s21=03 HOSTs R. J. R,•T 0 B A C C 0 - SYSTEM 10A+l TIMESHARE,.TUP **END **tAD** JOB CiU35 KEQ #79 FOR MDD.HARDMAN DATE 9-MAR-82 t3s21s03 HOST: N. J. R. T 0 B A C C C) - SYSTEM "A" TIMESHARE, TOP **END **END** JOB C1U35 REQ #79 FOR MDD.HARDA(AN DATE 9-MAR-82 8s21s03 HOSTs R. J. R. T C) B A C C 0 - SYSTEM "A" TIMESHARE, TOP **END **END** JOB C1U35 REQ #79 FOr? MDD.HARDMAN DATE 9-MAR-82 8:21s03 HOSTi R. J. R. T 0 B A C C 0 - SYSTEM "A" TIMESHARE, TOP **END **tND** JOd CIU35 REQ #79 FOR MDD.HARDMAN DATE 9-MAR-82 8s21s03 HOSTs R. J. R. T 0 B A C C 0 - SYSTEM "Aa TIMESHARE, TOP **END **END** JOB CIU35 REQ #79 FOR MDD.HARDMAN DATE 9-MAR-82 8=21s03 HOSTs H. J. R. TO B A C C 0 - SYSTEM "Al' TIMESHARE, TOP **END . . a . i **END** JOB CliU35 REQ #79 FOR MDD.HARDMAN DATE 9-MAR-82 8:21:03 HOSTs R. J. R. T 0 B A C C 0 - SYSTEM "AJ0 TIMESHARE, TOP **END 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001 11111111111111111111111111111111 0000G000011111111112222222222333333333344444444445555555555666666666677777777778888888'3889999999999 000000000011111111112222222222333 123456789012345678901234567890123456789012345678901?_34567890123456789012345678901234567890123456789 012345678901234567890123456789012 ) ) , J I
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES ) VARIABLE 1 2 3 4 5 50891 8592 1 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 0.000 0.000 3 0.000 0.000 1..000 0.D00 0.000 4 O• 000 0.000 0. 000 a. 000 0. 0n0 l 5 0.000 0.000 0.000 0.000 1.000 1 3 j } . ~ ")
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0.0000 0.0000 1i.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 1.D000 0.7200 0.3600 0.4800 -0.0400 -0.6800 -0.4400 -0.5200 -I..0000 -I.0000 ) 1.0000 0.6400 0.8400 0.12D0 -0.3200 -0.4000 -0.9600 -0.6400 -0.8400 -1.0000 1.0000 1.0000 0.2800 0.3200 0.0400 -0.6800 -0.9600 -0.8800 -0.8800 -0.9600 50891 8541 1.0000 0.6400 0.3200 0.2800 -0.3200 -0.2800 -0.9200 -0.6400 -0.9200 -1.0000 ~ 1.0000 0.6800 0.7200 0.2000 -0.3600 -0.1200 -0.9600 -1.0000 -0.7600 -0.9600 1.0000 0.9200 0.4000 0.6800 0.1600 -0.6800 -0.9600 -0r7600 -0.9200 -1.0000 0.D000 0.8000 0.3200 0.2400 0.4800 -0.6800 -0.6800 -0.9200 -1.0000 0.0000 ~ 0.0000 0.7600 0.7600 0.0400 -0.3600 -0.6000 -0.9600 -0.8800 -0.9600 0.0000 0.0000 0.7200 0.2800 -0.A400 -0.1200 -0.64.00 -0.9600 -0.6000 -0.9600 0.0000 0.0000 0.6400 0.720G 0.3600 0.16G0 -0.6800 -0.6"000 -0.8400 -0.8000 0.0000 3 0.0000 0.6800 0.4400 -0.0400 0.2800 -0.0000 -0.8800 -1.0000 -0.9600 0.0000 0.0000 0.9200 0.2800 0.5200 -0.2000 -0.4400 -0.9600 -0.6800 -0.9600 0.0000 0.000G 0.8000 1.0000 0.1600 -0.2400 -0.4000 -0.9600 -0.9200 -1.0000 0.0000 ~ 0.0000 0.6800 0.5200 0.7200 0.6400 -0.6400 -0.8800 -0.9600 -0.8000 0.0000 0..0000 0.6400 0.3600 0.3200 0.4400 -0.68D0 -0.7600 -0.9600 0.0000 0.0000 0.0000 0.9600 0.4800 0.D800 0.2000 -0.5200 -0.2000 -0.7200 • 0.0000 0.0000 3 0.00A0 0.8400 0.4000 0.6400 -0.2800 -0.5200 -0.3600 -0.6000 0.0000 0.0000 0.00.00 0.7600 0.6000 0.8800 -0.3600 -0.6800 -0.8400 -0.8400 0.0000 0.0000 0.0000 0.8400 0.5600 0.4800 -0.2000 -0.4800 -0.9200 -0.5600 0.0000 0.0000 3 0.0000 0.8800 0.2800 0.5600 -0.2800 -0.2000 -0.8400 -0.8000 0.0000 0.0000 0.0000 0.0400 0.2800 -0.0000 -0.24G0 -0.5600 -0.9200 -0.7200 0.0000 0.0000 0.0000 0..7600 0.0400 0.2400 -0.3600 -0.1600 -0.2400 -0.6800 0.0000 . 0.00G0 ~ 0.0000 0.6400 0.7600 -0.0000 0.4000 -0.6800 -0.7600 -0.8000 0.0000 0.0000 0.000G 0.6800 0.8000 -0.04.00 0.2400 -0.6000 -0.8000 -0.5000 0.0000 0.0000 0.0000 1.0000 0.4800 0.6000 -0.08G0 0.0400 -0.5200 -0.7600 0.0G00 0.0000 ") 0.0000 0.81300 0.9600 -0.0400 -0.3600 0.0800 -0.9600 -0.9600 0.0000 0.0G00 0.0000 0.0000 0.3200 0.4400 -0.0000 .-0.6400 -0.9600 -1.0000 0.0000 0.0000 0:000G 0.0000 0.6800 0.1000 0.2000 -0.48.00 -0.5600 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.2800 0.0800 -0.1600 -0.56G0 -0.5200 0.0000 0.0000 0.0000 . 0.0000 0.0000 0.4400 0.1200 0.1200 -0.0000 -0.8000 0.0000 0.0000 0.0000 0.0000 0.0000 0.5600 -0.0000 0.6800 -0.6400 -0.2800 0.0000 0.0000 0.0000 ~ G.9000 0.G00G 0.3200 -G.0000 0.5200 -0.6000 -0.3200 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.8400 0.0400 0.0400 -0.6800 -0.4800 0.0000 0.0000 0.0000 0000 0 0.0000 0.4400 0.20.00 -0.0400 -0.3600 -0.5000 0.0000 0.0000 0.0000 , ~ . 0.0000• 0.0000 0.3600 0.9200 -0.2800 -0.36D0 -0.6400 0.0000 0.0000 0.0000 .j 0.0000 0.0000 0.9200 0.0400 0.3600 0.1200 -0.9200 0.0000 0.A000 0.0000 0.0000 0.0000 0.0000 0.3600 0.28.00 -0.6800 -0.6000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.40G0 -0.1600 -0.1600 -0.7200 0.0000 0.0000 0..0000 0.0G00 0.0000 0.0000 0.0000 -0.3600 -0.5600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.0400 0.0000 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.0000 0.0000 -0.0800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 D.0000 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.0000 D.t7000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000' ) 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 _ 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 '} 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ) 0.-009o t- 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 . 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 J + ~ -j •i
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}. r.. 6 SAT C1U35 NICOTINE VERSUS MOISTUrtE 1.00 +-4------+--3-----+------22-+-------+-------+---1111111111111111.11 -------+---------+------2-+ I 4 2 " 22 I 1 4 3 22 22 I I 3 22 22 1 I 4 3 22 222 1 I 4 3 2222 2222 3I 50891 8582 I 3 2222222 2222222 3 I I 4 3 3. 1 I 4 33 33 I I"5 4 3 3 I 0.60 + 5 4 33 3 + I 5 4 33 33 4 I I 4 333 33 4 I I 4 33333333333333333 4 I I 5 4 4 I I 5 4 4 I N I 4 4 5 I I 5 44 4 1 C I 5 . 44 44 5 I 0 I 5 444 444 5 I T 0.20 + 5 4444 4444 5 + I I 6 5 5 I N I 6 5 5 6 E I 5 5 6 I I 5 5 I I 55 5 I 1 6 55 5 I I 5 55 6 I 1 6 555 55 I I 55555 6 I -0.20 + 6 7 + I o 6 7 I 1 6 6 7 I I 7 6 6 7 1 I 7 6 6 7 I 1 7 6 6 7 8 1. 7 6 60 7 1 I 66 66 7 8 I I 66666 666.66 8 I I 7 8 1 -0.60 + 7 8 + I 7 8 1 I 8 9 I 8 7 7 8 991. 7 7 d 99 I Id 7 7 8 9 1 I 8 7 7 8 99 I I 88 7 7 8 99 I I 88 7 7 88 99 I I d8 777 777 8 99 00 -i 00 +--1-88---+------+------_+-~~~i _---_ . --__+----__-_-+--------+--d---------- -99+-w-00 00 -0.90 ~ -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 MOISTURE ' "D ) J ;
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11 RSMOU C1U35 NICOTINE VERSUS MOISTURE ) 1 00 _ti w + -----+--------+--- *0000000--+- -+---------+-°9---- + -- -- ~ . - ~ ~_ . --- -- - I 9 I I ; 9 9 I. k7 I 8 81 I 9 8 I ~ 9 9 8 I 3 99 8 I 50891 857 I :~ 99 99 8 I I 99 99 8 I 0.60' + 999 999 88 + I .9999 8 I ) I . 8 I I 8 7 I. 88 7 I ~ I 88 7 I N .~ I 88 88 ' 77 I I I 88 88 7 I C ~ I 888 8888 7 I 0 I 8888888 8888888 7 I T 0.20 + 77 + I ~ I 77 I N I 77 6 I E 7 77 66 I ~ I 777 777 66 I I 7777 7777 66 I I 7777777 7777777 60 I ~ I 66 I I 666 5 I .66 55 I ~ -0.20 666 666 55 + ~ I 666o 6666 5 I 1 66666 66666 55 I ) 1 666,66 55 555 I I ~ I I 555 44 I ) 555 555 5555 44 44 I I I I 5555 55555555 5555555 • 44 I ~ I 444 I -0.60 + 444 3 I 4 44 33 I ) I 4444 4 4 4444 4 4 33 33 I I I I 444 4 444 4444444444 33 I 7 I 333 2 ~ I ` 333 22 I I 3 333 3333 2 22 I I ~ I 33333 33333 22 I I --i 0r - . + ------+------22-+---------+----I11111 --t ------} - -------+-- + ~ t 1 0 ------+-~ -0.90 -0.72 __~-~- -- -- -- - - D.54 -0.36 -0.18 0.00 0.1ts 0.36 0.54 0.72 0.90 ~ y MOISTllRE J ~
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.3 LOCUS OF STATIONARY POINT X i -0.6440 X 2 5.2694 ESTIMATED RESPONSE AT STATIONARY POINT = 42.52644 50891 8586 CANONICAL FORM OF THE RESPONSE FUNCTION Y -YO = ALPHAI*(W.1**2)• +ALPHA2*!W2**2) +ALPHA3*(W3**2) +ALPHA4*(W-4**2) +ALPHA5*(W5**2) +ALPHA6*(W6**2) -42.5264 6.8158 0.6313 A MINIMUM IS INDICATED T'RANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= MZ WHJERE ZaX-X0 AND M IS THE FOLLOWING MATRIX 0.9923 0.1242 -0.1242 0.9923 ) D , )
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7 RSTR C1U35 NICOTINE VERSUS MOISTURE I 00 0 0 0 0 0 - - - - - + - - - - - - - - + - - - - - - - - + - - - - - - - - - ~ - - - - 8 - + - - - - - - - - - + - - 7 - - - - + - - - - - 6 - + - - k 9 + ) . - - - - - - - - - - - - - - 8 7. 6 I 0 99 I . 99 8 7 6 I ~ 1 99 8 7 6 I 1 999 .8 7 6 I 1 999 8 7 I I .99999999999999 98 7 6 I I 8 7 6 I I 88 7 I I 88 7 6 I 0.60 + 88 7 6 + I 8888 7 6 5 I ) 888 8888888 .77 6 5 I I 7 6 1 1 .77 6 5 I ~ I a7 6 I N . I 77 66 . 5 I I I 777 6 I C 7 77777 777777 66 5 I O I 66 5 I T 0.20 + 6 5 + I I 6 5 I N I 66 5 4 I E I 66 5 I ~ I 6666 6666 5 4 I I 5 4 I I 5 4 I I 5 4 1 I 5 4 I I 5 . I ~ -0.20 + 55 55 4 + I 55555555555555 4 3 I 4 3 I ) I 44 3 I I 44 3 I 144 44 3 I ~ 1 44 4 44 33 I I 44444 4444 4 3 I I 3 I I 33 I -0.60 3 3 3 + I 33 - 33 1 1 33 333 2 I I 3333 3333 2 I I 2 1 7 I 2 I I 2 2 I 1 22 2 I 1 22 2 I I a" 22 22 111 -1.00 11 t-------+--------+-------+----2222--------+-----22222---- ----------- --+--------+---1 1 1 1 11 ~ -0.9G -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 MOISTURE ~ } 7. 4 I I ,
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LOCUS OF STATIONARY POINT X 1 1.2783 X 2 -3.7337 ESTIM.ATED RESPONSE AT STATIONARY POINT = -0.06162 CANONICAL FORM OF THE RESPONSE FUNCTI!)N ) Y -YO = ALPHAI*(WJ**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2) 0.0616 0.0233 -0.0466 A SADDLE POINT IS INDICATED +ALPHA4*(Wd*,t2) +ALPHA5*(W5**2) 50891 8598 +ALPHA6*(W6**2) TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX -0.2611 0.9653 0.9653 0.2611 I ) 7 ) 'i . > ,
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16 RMOTO C1U35 iHE CULLANSE COEFFICIENTS ARE( 2.8200 0.0700 -0.50G0 -0«1100 0.3200 -0.0600 , 50891 8560 ~ 2.2590 2.4170 2.5750 2.733.1 2.8911 . 3.0491 3.2071 3.3652 3.5232 3.6812 0.0900 -0.3060 -0.6120 -0.3060 -0.5940 -0.7200 0.6660 0.7920 0.7560 0.9000 ~ 0.0360 0.4o8G -0.8640 -0.4140 -0.7380 0.8280 -0.2160 0.3960 0.8460 0.8820 0.0720 -0.3960 -0.8280 -0.6120 0.6660 0.0180 -0.3240 0.3600 0.6660 0.9000 0.0540 0.2160 0.5580 -0.8280 -0.3600 0.7020 -0.7200 0.7560 0.9000 0.8640 0.O1t10 0.7020 -0.5580 0.1620 0.2.160 0.1260 0.0540 0.8280 0.7020 0.8820 0.1080 0.3o00 0.1440 -0.8640 0.5580 0.6120 0.3600 0.4320 0.8100 0.8460 -0.0000 0.6300 -0.1980 -0.5580 0.5040 0.2160 0.2520 0.7200 0.7920 0.0000 0.1260 -0.4680 0.3960 , 0.9000 -0.6480 -0.5040 -0.3060 0.4680 0.7200 0.0000 -0.0180 -0.1620 0.4860 -0.4860 0.6120 -0.4140 -0.5580 0.6840 0.8820 0.0000 0.1440 -0.1800 -0.9000 0.4500 0.10b0 -0.6300 -0.2340 0.5580 .0.8640 0.0000 y -J.0360 0.5580 0.2.8ii0 -0.7920 0.8100 -0.9000 0.1260 0.5940 0.7380 0.0000 0.1620 -0.5940 -0.7920 0.2700 0.3780 0.2880 0.3060 0.5040 0.7740 0.0000 -0.0540 0.1980 0.6300 0.5760 -0.1440 -0.3960 -0.2880 0.8640 0.8280 0.0000 ~ 0.1800 -0.5400 -0.18.00 0.1440 -0.1260 -0.5760 -0.1980 0.5220 0.6840 0.0000 ~ -0.0720 0.2340 0.1260 -0.9000 -0.8820 0.3420 -0.2520 0.o480 0.6840 0.0000 0.1980 -0.1440 -0.3420 -0.6660 -0.7740 0.0360 -0.8040 0.6300 0.7740 0.0000 ~ -J.0900 -0.6480 -.0.3240 -0.7020 0.3060 0.8640 -0.2700 0.5400 0.8280 0.00G0 ~ 0.2160 0.3780 -0.6660 0.3600 -0.1620 -0.1980 -0.0360 0.4860 0.6480 0.0000 -0.1080 -0.1980 0.8100 0.5220 -0.108G -0.2160 -0.4860 0.6120 0.0000 0.0000 ~ 0.2340 -0.2880 0.8640 0.8460 -0.4680 0.5580 -0.3420 0.5760 0.0000 0.0000 -0.1260 0.7740 -0.4320 -0.3240 0.0900 -0.180G 0.1980 0.8820 G.0000 0.0000 0.0000 0.1800 0.1620 0.2880 0.9000 -0.2340 0.5400 0.6660 0.0000 0.0000 j 0.0000 -0.3240 -0.2160 -0.28t30, -0.5400 -0.1620 -0.9000 0.4500 0.0000 0.0000 0.0000 0.3420 -0.7020 0.3780 -0.1800 -0.6840 -0.7560 0.3420 0.0000 0.0000 G.006G -0.5220 -0.4140 0.7020 -0.0900 -0.7560 -0.4680 0.1020 0.0G00 0.O0G0 } 0.0000- 0.7560 0.3060 -0.7560 -0.45G0 0.4680 -0.1800 0.9000 0.0000 0.0G00 0.000G 0.4500 -0.5040 -0.0900 -0.3780 -0.5580 -0.0540 0.4140 0.0000 0.0000 0.0000 0.5400 0.6840 0.7560 -0.8460 -0.4860 0.7020 0.0000 0.0000 0.0000 j 0.0000 -0.4140 0.7560 -0.0720 -0.8100 0.4140 -0.3600 0.0000 0.0000 0.0000 0.0000 -0.6300 -0.4860 -0.1080 -0.1980 -0.0000 0.4500 0.0000. 0.0000 0.0000 0.0000 -0.1260 -0.7560 -0.0540 -0.0720 -0.2520 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 -0.4860 -0.1620 0.1800 0.7200 0.1440 .0.0GG0 0.0000 G.00G0 0.0000 0.0G0G -0.3780 0.1080 -0.3960 -0.5220 -0.do40 0.0000 0.0000 0.0000 0.0000 O.GGOG 0.2520 0.4140 0.6480 -0.3420 -G.1440 0.0G00 0.0000 0.0000 0.0000 ~ 0.0000 0.4860 0.2700 -0.5040 0.4320 0.7380 0.0000 0.0000 0.0000 0.0000 0.0000 0.1620 0.1800 -0:1260 0.45G0 -0.6660 0.0000 0.0000 0.0000 0.0000 0.0000 -0.5760 -0.2340 -0.0360 0.2860 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 -0.2160 0.4680 0.6300 ' 0.0GG0 0.0000 0.0000 0.0000 0.0000 0.0000 0,0000 _ 0.6480 -0.1440 0.5040 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0. 0600 • -0.1Gti0 0.0900 0.1260 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ,J 0.0000` -0.4500 0.3780 -0.4320 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0GG0 + 0.0000 0.7020 0.4320 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 U.0000 -0.3060 -0.1440 0.0000 0.0000 0.0000 0.0000 0. 0000 0.00G0 ~ 0.GG00 0.0000 0.7380 G.0000 0.0000 G.0GG0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 G.OG00* 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ j
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MATRIX OF CORRELATIONS BETWFEN INDFPENDENT VARIABLES VARIABLE 1 2 3 .4 5 1 1.000 0.000 0.000 0.000 0.000 2 0.000 a.000 0.000 0.000 0.000 50891 8600 3 0.000 0.000, 1.000 0.000 0.000 4 0.000 0.000 0.000 1..000 0.000 5 0.000 0.000 0.000 0.000 J.O00 i ) ) .,~ I J
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0.0000 0.0000 0.0000 0.0000 0.00G0 0.GG00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.10000 0.0000 0.0000 0.0000 0.0000 0.0000 I ..0000 0.7200 0.4400 0.2000 0.8000 -0.0000 -0.6800 -0.9200 -0.9200 -1.0000 1.0000 0.7Z00 0.4400 0.32D0 -0.0400 0.3200 -0.6800 -0'.9600 -0.9600 -1.0000 1.0000 0.9600 0.7600 0.1600 0.6000 -0.4000 -0.5200 -0.7200 -0.8800 -1.0000 1 0000 0 7200 0 5600 5600 0 -0 0800 -0 0800 4400 -0 -0 7600 0000 -1 0000 -1 53 . . . . . . . . . . 50891 85 ~ 1.0000 0.7600 0.8800 0.2800 0..0400 0.6000 -0.2400 -0.9600 -0.8400 -0.9600, 1.0000 0.8800 0.52D0 0.1600 -0.0000 -0.2400 -0.4000 -0.8800 -0.9600 -1.0000 O..GG00 .0.8400 0.6400 0.2000 -0.1200 -0.3200 -0.5600 -0.9600 -1.0000 0.0000 0.0000 0.7200 0.4800 0.4800 -0.1200 -0.3600 -0.6000 -0.9600 -1.0000 0.0000 0.0000 0.7200 0.8400 0.8400 -0.0800 0.4400 -0.5200 -0.9600 -1.0000 0.0000 0.0000 0..0000 0.6000 0.16.00 0.8800 -0.2800 -0.0000 -0.8400 -0.9600 0.0000 0.,0000 0.0000 0.4400 0.1600 0.7200 -0.4000 -0.6400. -0.4800 -0.8400 0.0000 0.0000 0.0000 0.4400 0.8800 0.2800 -0.3200 -0.4400 -0.8400 -0.9600 0.0000 0.0000 0.0000 0.7200 0.2400 -0.0000 0.5200 -0.6800 -0.9200 -0.8800 0.0000 ~ 0.,0000 0.0000 0.4400 0.9600 -0.1200 -0.4000 -0.5600 -0.8800 -0.9200 0.0000• ~ 0..0000 0.00G0 0.48.G0 0.1600 -0.1200 -0.20D0 0.1600 -0.6400 -0.9200 0.0000 0.0000 0.0000 0.4400 0.16A0 0.2000 -0.2800 -0.6800 ... -0.9600 -0.9600 0.0000 ~ 0.0000 0.0000 0.6800 0.2400 1.0000 -0.3600 -0.6400 -0.9600 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.2000 -0.0400 1.0000 0.0400 -0.9200 0.0000 0.0000 0.0000 0.0000 0..0000 0.3600 -0.0400 -0.4000 -0.6800 -0.6000 0.00G0 0.0000 j 0.0000 0.0000 0.0000 0.5200 0.2400 0.9600 -0.48.0G -0.9600 0.0000 0.0000 0.0000 0.0000 , 0.0000 1.0000 -0.1200 -0.2400 -0.6400 -0.6800 0.0000 0.0000 0.0000 0.000G 0.0000 0.6000 -0.1200 -0.3600 -0.6tl00 -0.9600 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.4000 0.0800 0.8000 -0.4800 -0.8000 0.0000 0.0000 ~ 0.0000 0.0000 0.00.00 0.1600 0.56D0 -0.4000 -0.6000 -0.8000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2000 .-0.0800 -0.1200 -0.6400 -0.9600 0.0000 0.0000 ~ 0.0000 0.0000 0.00.00 0.4400 0.12G0 0.6800 -0.3200 -0.7200 0.0000 0.0000 ~ 0.0000 0.0000 0.00.00 0.16.00 -0.1200 -0.4000 -0.2800 -0.9600 0.00G0 0.0000 0.0000 0.0000 0.0000 0.2000 -0.1200 0.8400 -0.6000 -0.6400 0.0000 0.0000 j 0.00G0 0.0000 0.0000 0.8000 0.0000 -0.1600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.2800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0400 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ? 0.0000 0.0000 0.0000 0.00aG 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000. 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 1 0.GGGG 0.0000 0.0000 G..0G00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 10.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 O.GOGO 0.0000 0.0000 0.0000 0.0000 0.0000 t 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 .0. 0000. 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 D.0000 0.00G0 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000.' 0.0000 0.0000 0.0000 0.0000 0.0000' ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 G.D000 0.0000 0.0000 0.0000 0.0000 A.00G0 0.0000 0.00G0 0.0000 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0000 0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 . ,0000 . 0 0000 0 0000 0 0000 0 0 0000 0000 0 0 0000 0000 0 0 0000 0.0000 . . . . . . . . . . . ,
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15 NMENT CiU35 THE C(1LLApSE COEFFICIENTS ARE( 5.6400 -0.1.10V0 0.8400 -0.1500 -0.3000 -0.1200 50891 8563 4.4010 4.6249 4.8-488 5.0727 5.2967 5.5206 5.7445 5.9684 6.1923 6.4162 -0.9000 0.6300 -0.0360 0.5220 0.5580 0.6660 -0.3780 0.7020 -0.3060 -0.4500 -0.8820 0.5040 0.0900 0.6120 0.7560 0.1260 0.4320 -0.4860 -0.4140 -0.4140 -0.8640 -0.5220 -0.3o0G -0.6300 -0.9000 -0.4320 -0.5940 0.0900 -0.3960 -0.4320 -0.8460 -0.3600 -0.5220 -D.28t30 -0.3960 -0.6120 -0.0540 0.1980 -0.2880 -0.4680 -0.g280 0.7380 0.0720 -0.4860 0.2160 0.8100 0.2700 0.5580 -0.32-40 -0.3960 0.0000 , -0.3780 -0.0180 -0.7380 0.8100 -0.7380 -0.8460 -0.0720 0.4320 -0.4860 0..0000 -0.7380 -0.6480 0.2340 0.3600 0.6120 0.9000 -0.0900 0.2880 -0.3780 0.D000 -0.6480 0.3960 0.2160 0.6300 0.7200 -0.0360 0.5940 -0.3780 -0.5040 0.0000 -0.8460 -0.0540 0.3960 0.4680 0.2880 0.3600 0.4140 -0.3420 0.0000 0.0000 0.4860 0.1080 0.8820 0.9000 0.8460 0.1440 -0.6840 -0.3600 0.0000 0.0000 0.9000 0.0540 -0.3060 -0.7020 0.4680 -0.7380 0.4680 0.0720 0.0000 0.0000 ° 0.8100 -0.0000 0.8280 -0.5760 -0.8460 0.7740 -0.6660 -0.6840 0.0000 0.0000 -0.6300 . -0.7560 0.7560 -0.8100 -0.4500 -0.3600 -0.9000 0.3420 0.0000 U.0000 0.ts2t30 0.0360 0.4140 0.7020 0.1440 -0.3960 -0.5040 -0.4320 0.0000 0.GG00 -0.5040 0.0180 -.0.8460 0.1980 0.3960 0.6480 -0.4680 -0.0540 0.0000 0.0000 -0.7560 -0.8460 -0.27D0 -0.4140 0.5400 -0.0720 0.6660 -0.2700 0.0000 0.0000 0.7200 -0.0720 -0.5040 -0.5580 0.27D0 0.7380 -0.8100 -0.8100 0.0000 0.0QG0 0.8820 0.1260 0.6840 -0.3780 0.8820 0.81G0 0.7920 -0.4500 0.0000 0.0000 0.5220 0.54.00 0.2520 0.3780 0.3780 0.5580 0.6300 -0.2520 0.0000 0.0000 0.0000 0.8640 0.7020 0.2340 0.1080 0.1620 0.3420 0.1620 0.0000 0.0000 0.0000 -0.0900 0.1980 0.8640 -0.4140 -0.0180 0.2880 -0.0360 0.0000 0.000G 0.G000 0.1440 -0.3240 -0.684.0 -0.5940 -0.3420 -0.7920 -0.6660 0.0000 0.0000 0.0000 0.6480 -0.8280 0.4860 -0.8280 -Q.6120 -0.1080 0.2340 0.0000 O..GOGG G.00G0 0.7200 -0.6120 -0.7920 0.4860 -0.0900 0.2700 0.0000 0.0000 0.0000 0.0000 0.3780 0.5040 0.1800 -0.7200 0.5040 -0.0540 0.0000 0.0000 0.0000 G.0000 0.8100 -0.4680 0.3420 0.5580 -0.4140 0.7380 0.0000 0.0000 l 0.0000 0.0000 0.5220 -0.2520 -0.4320 0.7560 -0.7200 ' 0.0720 0.0000 0.0000 0.0000 0.0000 0.63G0 -0.7560 -0.3600 0.7740 0.8640 0.7560 0.0000 0.0000 0.0000 0.0000 -0.3420 0.7740 0.6840 -0.468G 0.6120 -0.4500 0..0000 0.0000 0.0000 0.0000 -0.3780 0.3780 -0.5940 -0.63Q0 0.4860 0.5040 0.0000 0.0000 U.0000 0.0000 -0.1080 0.6300 0.8460 0.1620 0.2520 0.3600 0.0000 0.0000 0. G0G0 0.0000 0.1620 0.1800 0.6480 0.0900 -0.5760 0.1080 0.0000 0.0000 0.0000 0.0000 0.7380 0.5400 0.57o0 -0.3960 -0.3240 -0.5220 .0.0000 0.0000 0.0000 0.0000 0.4140 0.81.00 0.4500 0.3060 0.7020 0.1800 0.0000 0.0000 U.0000 0.0000 0.7920 0.2700 0.5400 -0.756G -0.1080 --0.1260 0.0000 0.0000 , 0.0000 0.0000 -0.5040 -0.6480 -0.8t320 0.5940 0.8460 0.5220 0.0000 0.0000 O..G000 0.0000 -0.1260 0.5940 0.2520 0.2520 0.3420 • 0.0000 0.0000 0.0000 'O.G000 0.0000 0.1800 0.4320 -0.7200 -0.5760 0.1260 0.0000 0.0000 0.0000 ~ G.0000 a- 0.0000 -0.5400 -0.3420 -0.5400 0.0720 -0.8280 0.0000 .0.0G00 0.0000 0.0000. 0.0000 -0.6300 -0.7200 0.1620 -0.3780 -0.0000 0.0000 0.0000 0.0000 :.-) 0.0G00~ G.0000 -0.7380 -0.2340 0.6120 0.7020 0.0000 0.0000 0.0000 0.0000 0.0000 U.0000 0.8820 0.8640 0.3960 0.4140 0.0000 0.0000 0.0000 0.0000 0.0000 0.0G00 0.3600 0.1620 ' -0.3420 0.4500 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.8640 -0.5220 0.7380 -0.4860 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6660 -0.4500 0.7920 0.3600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 j 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 D J J
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12 RrOBA C1U35 NICOTINE VERSUS MOISTURE 1.00 +---------- 22-----+--------+---11111111111111111.11------+---------+--- 2 2 - - - - + - - - - - - - + - - - - - - - - + 3 2 2 3 4 I 1 2-2 2 3 I ~ I 3 2 •22 3 I 1 3 2 22 22 3 4 I I 222 22 51 I 3 2222 2222 3 I I 3 222222222222 3 4 5 I I 3 3 I 4 3 3 I 0.60 +4 I 33 3 33 4 + I 4 3 33 33 4 4 I 6 I I 33 33 4 6 I I 4 33 333 5 I I 33333333333 I N I 4 4 5 6 I I I 4 4 6 1 C I 4 5 . 7 0 0 20 I + 4 4 7 I T . 4 5 7 + I I 5 4 4 6 7 I N I 5 44 44 6 7 I E 1 44 4 7 I ~ I 44 44 7 1 I 444444 5 6 7 I I 6 7 8 I 1 5 6 7 8I I 5 7 8 I• I 7 8 I J -0.20 + 5 ~ 7 88 + 1 5 6 7 88 1 1 5 6 77 88 I j 1 5 6 ' 77 8 I 6 5 5 6 7 8 I 16 5 6 7 88 9 ~ I' 7 88 99 I 6 5 5 7 8 99 I 6 5 55 7 8 991 I 5555555 77 88 99 I -0.60 + 6 7 7 8 99 + I 7 8 99 I ~ I o 7 88 99 I I 6 7 7 8 99 I I 6 7 88 9 I ) I 6 ` 6 7 88 99 I I 0 6 77 8 9 I 1 6 6 7 88 99 0 D I 6 6 77 8 9 0 I 6 6 7 88 99 G0 -1.00 +-~-----6+-------_t--_----t---------+---------+-----b--+---------+- 7------+--88---+-99---00 ~ -0.90 -U.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0 90 ~ . 0 MOISTURE ~
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cccccccccccC ill 00OO00000 333333333 555555555555555 CCCCCCCCCCCC 11I 000000000 333333333 555555555555555 50891 8538 cccccccccccC 111 nOoo0o0(ln 333333•333 555555555555555 ccc 111111 n(x) onn , 333 333 555 CCC i.illlt 000 000 333 333 555 CCC 111111 000 000 333 333 555 CCC Iil 000 000 333 555555555 ~ ccc lil 000 000 333 555555555 ccc 111 000 000 333 555555555 CCC 111 000 000 333 555 1 000 0(X) 333 555 ~ C ;C CCc ill 000 000 333 555 CCC 111 000 ()0() 333 555 1 CCC ill 000 00() 333 555 CCC I11 000 000 333 555 CCC tll 000 000 333 333 555 555 ) CCC 111 000 O(X) 333 333 555 555 CCC 111 000 000 333 333 555 555 CCCCCCCCCCCC 11.1111111 000000000 333333333 555555555 .? CCCCCCCCCCCC .1111.11.111 !)OU000000 333333333 555555555 CCCCCCCCCCCC I-J1111111 DOOG.OOD00 333333333 555555555 " I RRRRRRRRRRRR PPPPPPPPPPPP TTTTTTTTTI 1TTTI ' ' ` 111 RRRRRRRRRRRR PPPPPPPPPPPP fT1TTTTTTTI I T Tl I11 7 RRRRRRRRRRRR RRR RRR PP.PPPPPPP.PPP PPP PPP TTT ill 111111 RRR RRR PPP PPP TTT 111111 RRR RRR PPP PPP TTT 11.1111 ~ RRR RRR .RRR RRR RRR RRR PPP PPP PPP PPP PpP PPP TTT TTT TTT ill 111 111 ) RRRRRRRRRRRR PPPPPPPPPPPP TTT 111 RRRRRRRRRRRR RRRRRRRRRRRR PPPPPPPPP.PPP PPPPPPPPPPPP TTT TTT ill 111 ~ RRR RRR - PPP TTT ill RRR RRR .PPP TTT 111 ~ RRR RRR RRR RRR PPP PPP TTT TTf lll 111 RRR RRR .PPP TTT 11I RRR RRR PPP TTT I11 ~ RRR RRR PPP TTT 111111111 RRR RRR .PPP TTT 1.11111111 RRR RRR PPP TTT 111111111 ) ) ~ ~ *START*_JOB C1035 REQ #26 FOR MDD.HARDMAN DATE 22-FEB-82 11=11=-45 HOST= R. J. R. T n B A C C.0 - SYSTEM A'Am TIMESHARE, TOP *STAR FILE MIS7f<AIDd,OMGWRK.>C L03'5.RPT.1, CREATEDs 17-FEB-82 10:19s15, PRINTEDs 22-FEB-82 1.1=11s54 j JOB PARAMETERts REQUEST CREATEDs22-FEB-82 9s35s31, PAGE LIMIT=189, FORMSsNORMAL, ACCOUNTsM,OM ) FILE PARAMETEhS: COPYs I OF i, SPACING:SI.NGLE FILE FORMAT:FORTRAN PRINT MODEsASCII ~ ~ i j
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MULTIPLE REGRESSION.....CIU35.DAT SELECTI.ON..... 21 TABLE OF RESIDUALS CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 -0.16400 -0.16983 0.00583 2 -0.25900 -.0.25317 D.00583 3 -O.J5000 -0.15583 0.00583 50891 8603 .4 -0.18600 -0.18017 -0.00583 5 -0.17700 -0.18283 0.00583 6 -0.08-100 -0.07517 -0.0p583 7 -0.29000 -0.16383 -0.12617 8 -0.14800 -0.16383 0.01583 9 -0.10300 -0.16383 0.06083 10 -0.16100 -0.16383 0.00283 II -0.20000 -0.16383 -0.03617 12 -0.08100 -0.1.6383 0.08283 0 ) ,
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LOCUS OF STATIONARY POINT X i -0.2903 X 2 -8.Q111 `) ESTIMATED RESPONSE AT STATIONARY POINT = 90.34170 CANONICAL FORM OF THE RESPONSE FUNCTION 50891 8590 7 Y -YO = ALPHAi*(W1**2.) +ALPHA2*(W2**2) +ALPHA3*(W3**2) +ALPHA4*(W4**2) +ALPHA5*(W5**2) +ALPHA6*(W6**2) -90.341.7 5.7154 -0.4317 A SADDLE POINT IS INDICATED ) ) TRANSFORMATION FROM ORIGINAL TO CANDNICAL VARIABLES W= MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX 0.9996 -0.0287 0.0287 ~ 0.9996 a ) ) J ~~
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9 RHARS CiU35 NICOTINE VERSUS MOISTURE 1 00 +----99---------- ------- -----+-------+000000000000-------+---_--_--+-_----_ + --99 -+-- + . - - -- - I 99 9 I I 99 99 8 I 50891 8576 I 999 999 8 I 8 9999 999 88 I 1 8 999999:999 99999999 88 I I 8 88 7 I S 8 7 I 88 • I 88 7 I I 88 88 77 I 0.60 + 888 8888 7 + 17 888888888888888 77 I j I. .77 77 6 I I I .7 7 77 7 77 6 I ~ I • 77 777 7 6 6 I I N I 777 777 6 I I I - 777777 777777 6 I C 6 66 I 0 I 66 6 I T 0.20 + 6 6 66 5 + I ~ I 66 66 I N I I 6 60 66 66 5 5 I I E ~ I 660 66 I I 666666 6666666 5 I I 5 I w? I 5 I I 5 I I' 5 5 I -0.20 + 5 5 4 3 I 5 5 4 3 I I 5 55 4 33 I ~ I 55 55 4 3 I I 555 55 4 33 I 1 555555 55555 33 I ~ I 3 I I 33 I I 33 2 I 4 33 22 -0.60 + 4 33 222+ 4 4 3 3 22 I J 14 4 3 22 I I 4 33 22 I 1 4 3 3 22 I I 4 4 33 22 I I 4 4 33 222 I 1 4 4 33 222 I I 4 4 33 222 1 J .J 1 44 4 333 222 11 - I-. 00 • + +--------+--4--------- - ---+--------+-4-------+---------+-- -------333------------ -22-+------1 11 -0.90 -0.72 -0.54 -0.36 -0.18 0.00 0.18 0.36 0.54 0.72 0.90 i MOISTURE 7 l 1 } ~
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MULTIPLE REGRESSION..... C1U35.DAT SELECTION..... 23 TABLE OF RESIDUALS CASE NO. Y VALUE Y ESTIMATE RESIDUAL 50891 8595 1 -0.34400 -0.36567 0.02167 2 -0.24100 -0:2.1933 -0.02167 3 0.11700 0.09533 0.02167 4 -0.06800 -0.04633 -0.02167 ~ 5 -0.11300 -0.13467 0.02167 6 -0.16100 -0.13933 -0.02167 7 -0.21000 -0.18967 -0.02033 8 -0.082n0 -0.18967 0.10767 9 ', -0.22400 -0.18967 -0.03433 .10 -0.41100 -0.18967 -0.22133 1-1 -O.O1700 -0,18967 0.17267 12 -0.19400 -0.18967 -0.00433 1 ,.) -.) i > , J .3 1 ~
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tifULTIPLE REGRESSION.....C1U35.DAT SELECTION..... 23 VARIABLE NO. MEAN STANDARD DEVIATION CORRELATION X VS Y REGRESSION . COEFFICIENT STD. ERROR OF REG COEF COMPUTED T VALUE '1 1 0.00000, 0.52222 0.15810 . 0.04330 . . 0.07258 0.59660 50891 859 2., 0.00000 0.52223 -0.58297 -0.15967 0.07258 -2.19986 3 0.00000 0.26111 -0.32674 -0,17898 0.14516 -1.23297 4 0.24999 0.36925 0.32444 0.12567 0.10265 1.22430 5 0.25000 0.36.927 -0.04217 -0.o1633 0.10264 -0.15913 DEPENDENT 28 -0.16233 0.1d303 INTERCEPT -0.1896•7 MULTIPLE CORRELATION 0.76069 RESIDUAL STD. DEV. 0.12571 STD. ERROR OF MEAN 0.03629 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF MEAN OF FREEDOM SQUARES SQUARES F VALUE ATTR IBUTABLE TO REGRE SSION 5 0.13022 0.026n4 1.64796 DEVI ATION FROM REGRES SION 6 0.09-482 0.01580 TOTAL 11 0.22504 1 0.12990 0.04330 2 -0.47900 -0.15967 3 -0.13423 -0.17.898 4 0.18849 0.12567 5 -0.02d50 -0.01633 28 -1.94800 -0.18967 ANALYSIS OF VARIANCE FOR THE REGRESSI.ON SOURCE OF VARIATION DEGREES SUM.OF MEAN OF FREEDOM SQUARES SQUARES F VALUE LINEAR REGRESSION 2 0.08211 0.04105 2.23099 QUADRATIC REGRESSION 3 0.04811 0.01604 0.87157 LACK OF FIT 1 0.'00282 0.00282 0.15307 REPLICATION ERROR 5 0.09201 0.01840 I TOTAL 17 0.22504 AVERAGE OF ~6 C~I+ITER POINTS = -0.18967 I l J
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LOCUS OF STATIONARY POINT X 1 -0.7452 X 2 -0.8046 ESTIMATED RESPONSE AT STATIONARY POINT = -0.14157 50891 8594 CANONICAL FORM OF THE RESPONSE FUNCTION Y -YO = ALPHAI*(W1**2) +ALPHA2*(W2**2) +A LPHA3*(W3**2) +ALPHA4*(W4**2) +ALPHA5*(W5**2) +ALPHA6*(W6**2) 0.1416 0.1689 -0.0596 A SADDLE POINT IS INDICATED I TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIAELES 7 W = MZ WHERE Z=X-X0 AND A1 IS THE FOLLOWING MATRIX 0.9004 0.4350 -0.4350 0.9004 1 i 1 ~ ~ . . . 1 7 J J
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MULTIPLE REGRESSION..... ClU35.DAT ~ SELECTION.....24 TABLE OF RESIDUALS ~ CASE NO. Y VALUE 'Y ESTIMATE RESIDUAL 50891 8591 1 55.4.1000 55.25667 0.15333 2 63.45000 63.60333 -0.15333 ~ 3 7,1.00000 • 70.84667 0.15333 4 68.98000 69.13333 -0.15.333 5 69.84000 6.9..68667 0.15333 I 6 62.90000 63.05333 -0.15333 7 61.29000 62.62167 -1.33167 8 67.5400.0 62.62167 4.91833 ) 9 60..86000 62.62J67 -1.76J67 10• 65.36000 62.6216.7 2.73833 ~ 11 6.1.33000 62.621.67 -1.29167 ~ J2 59.35ooo 62.621,67 -3.27167 J ) ~ ) 7 D ) w a i 3 ) , J- .,
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.ULTIPLE REGRESSION..... CIU35.DAT S E LECT ION ..... 22 TABLE OF RESIDUALS CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 0.44300 0.49767 -0.05467 2, 0.37900 0.32433 0.05~467 50891 8599 3 0.11700 0.17167 -0.05467 4 0.18600 o.13133 o.o5467 5 0.12900 0.18367 -0.05-467 6 0.45200 0.39733 0.05467 7 0.21000 0.296n0 -0.086n0 8 0.24600 0.29600 -0.05000 9 0.55200 0.29600 0.25600 J0 0.35700 0.29600 0.06-in0 11 0.25000 0.29600 -0.04600 12 0.16100 0.29600 -0.13500
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MATRIX OF CORRFLATIONS BETIYEEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 1 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 0.000 0.000 3 0.000 0.000 1.000 0.000 0.0n0 -4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 ) J 50891 8596 3 > ) ,
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0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 1.0000 0.6000 0.8000 0.2400 -0.1600 -0.5200 -0.5600 -0.8400 -0.8800 -1.0000 1.0000 0.7200 0.5200 0.3200 0.2800 -0.4400 -0.8800 -0.9200 -0.9200 -1.0000 0.9600 0.b000 0.4400 0.0400 0.9600 -0.6800 -0.6000 -0.7200 -0.9600 -1.0000 50891 8547 1.0000 0.6400 0.4Q00 0.4000 0.2400 -0.4000 -0.6400 -0.7600 -1.0000 -1.0000 0.9000 0.6800 0.6000 0.6400 0.6800 -0.6400 -0.6800 -1.0000 -1.0000 -1.0000 0.9200 1.0000 0.6800 0.2800 -0.0800 0.88.00 -0.8000 -0.9600 -0.8800 -1.0000 0..0000 0.7600 0.7200 1.0000 0.5200 1.0000 - -0.5600 -0.d000 -0.9200 0.0000 0.0000 0.8400 0.5600 0.4400 -0.0800 -1.0000 -0.8400 -0.7200 -0.9600 0.0000 0.0000 0.8800 0.7600 0.08.00 -0.2400 .-0.8400 -0.7600 -0.8800 -0.8800 0.0000 0.0000 _ 0.9200 0.9600 0.8000 0.3600 0.9600 -0.7200 -0.7600 -0.9200 0.0000 0.0000 0.9600 0.3200 0.1600 -0.12G0 -0.7200 -0.600G .-0.8000 -0.9600 0.0000 0.0000 0.8400 0.9200 0.3600 -0.4000 -0.4800 -0.9200 -0.8800 -0.88G0 0.0000 0.0000 0.9600 0.4800 0.4800 - 0.2000 -0.8000 -0.5600 -0.7200 -0.9200 0.0000 0.0000 0.8800 0.84.00 0..1200 0.4000 -0.4000 -1.0000 -0.8400 0.0000 0.0000 0.0000 - 0.9200 0.88G0 0.7600 0.3200 -0.9600 -0.6400 -0.7600 0..0000 0.0000 0.0000 0.7600 0.3600 0.B400 -0.1600 -0.8800 -0.7200 -0.7200 0..0000 0.0000 0.0000 0.6800 0.3600 0.2000 -0.0800 -0.5600 -0.5600 -0.9600 0.0000 0.0000 0.0000 0.6400 0.2800 0.6Q00 . -0.0800 -0.4000 '-0.96.00 -0.8400 0.0000 0.0000 0.0000 0.6000 0.6400 0.9600 -0.3200 -0.4800 -0.6800 -0.9200 .0.0000 0.0000 0.0000 0.8000 0.6400 0.6800 -0.1200 -0.9200 -0.7600 -0.8000 0.0000 0.0000 0.0000 0.7200 0.3200 0.2000 -0.0400 0.84.00 -0.6000 -1.0000 0.0000 0.0000 0.0000 1..0000 0.4800 0.1200 0.9200 -0.6000 -0.5600 -0.7000 0.0000 0.0000 0.0000 0.6000 1.0000 0.1600 -0.040G -0.4400 -0.6400 -0.7200 0.G000 0.0000 0.0000 0.7200 1.0000 0.0800 -0.1200 -0.6000 -0.6000 -0.9200 0.0000 0.0000 0.0000 0.6400 0.4000 0.5200 -0.0400 -0.56A0 -0.9600 -0.8000 0.0000 0.0000 0.00G0 0.8000 , 0.4400 0.56G0 0.64G0 -0.4400 -0.8000 -0.7200 0.0000 0.0000 0.0000 0.6800 0.5600 0.7200 -0.0400 -0.3600 -0.8400 -0.8800 0.0000 0.0000 0.0000 0.7600 0.8400 0.8800 -0.2000 -0.3600 -0.5600 -0.9600 0.0000 0.0000 0.0000 0.5o00 0.8800 0.5200 -0.2800 -0.7o00 -0.6800 -0.7000 0.0000 0.0000 0.0000 1.0000 0.4400 0.5600 -0.04G0 -0.3600 -0.9200 -1.0000 0.0000 0.0000 0.0000 0.8400 0.4000 0.3600 0.0000 -0.3600 -0.5o00 -0.8800 0.0000 0.0000 0.0000 0.8800 0.5200 0.2800 0.0000 -0.3o00 -1.0000 -0.7200 0.0000 0.0000 0..0000 0.9200 0.6000 0.0400 0.0000 -0.3600 -0.6400 -0.8400 0.0000 0.0000 0.0000, 0.6400 0.5200 0.48G0 0.00G0 -0.3tiG0 -0.6000 -0.7600 0.0000 0.0000 0.0000 0.6800 0.6800 0.4400 0..0000 -0.3600 -0.8800 -0.7200 0.0000 0.0000 0.0000 0.8400 0.7200 0.2400 0.0000 0.92.00 -0.72.00 -0.8400 0.0000 0.0000 0.0000 0..0000 0.7600 0.9200 0.00GG -0.3600 -0.5o00 -0.8000 0.G000 0.0000 0.0000 0.0000 0.9200 0.2400 0..0000 -0.4000 -0.8000 -0.8000 0.0000 0.0000 0.0000 0.0000 0.3200 0.7200 0.0000 -0.3600 -0.5600 -0.9200 0.0000 0.0000 0.0000 G..G00G 0.6000 0.3200 0.0000 -0.3600 -0.6600 0.0000 ' 0.0000 0.0000 0.0000 0.0000 0.5600 0.6000 .0.00G0 -0.4000 -0.7o00 0.0000 0.0000 0.0000 0.0000 0.0000 0.9600 0.3200 0.0000 0.0000 -0.6000 0.0000 . 0.0000 0.0000 0.0000 0.0000 0.0000 0.4000 0.0000 0.0000 -0.8800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0:6800 0..0000• 0.0000 0.0000 .0.0000 0.0000 0.0G06 0.0000 0.0000 0.0000 0.9200 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 O:Od00 + 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 i 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ) :)' 3 ) ) J
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12 RrOBA C1U35 / ~ THE COLLApSE COEFFICIENTS AREI 4.4300 0.1400 0 -0.24 00 -u.060~0 0.3200 -0.0 0 50891 8572 1 4.1054 4.2080 4.3107 4.4133 4.5160 4.6186 4.7213 4.6239 4.9266 5.0292 ? -0.0900 -0.5040 -0.1800 0.5220 -0.2520 0.5580 0.5580 0.8640 0.8100 0.9000 ~ -0.1620 0.3420 0.4140 0.8280 -0.2880 -0.7560 0.5040 0.7740 0.7920 0.9000 ~ -0.1440 -0.5580 -0.1980 0.2700 -0.7380 0.4320 0.5760 - 0.6840 0.7740 0.9000 -0.1080 -0.1440 -0.5580 -0.0540 -0.3060 -O.ti280 0.4320 0.6660 0.8280 0.8820 ~ -0.1260 -0.162D -0.162D -0.8280 -0.2700 0.1620 0.4500 0.8820 D.8640 0.9000 -0.0720 0.2880 -0.9000 0.0180 D.1260 0.6660 0.4860 0.6120 0.8820 0.8820 -0.1t300 -0.1260 0.0180 0.6480 -0.8640 0.7560 0.4680 0.7920 0.7560 0.0000 3 -0.0540 0.0540 -0.2160 -0.72A0 -0.2340 0.4140 0.3960 0.7200 0.9000 0.0000 -0.1980 -0.18.00 -0.45D0 -0.7740 0.0540 0.1440 0.4140 0.7380 0.8460 0.0000 -0.0360 0.3960 -0.1440 -D.3780 0.0180 0.8460 0.5940 0.6300 0.8460 0.0000 ) -0.2160 -0.3600 0.3240 -0.5400 -0.0720 -0.7740 0.5400 0.8460 0.7740 0.0000 i -0.0180 -0.1080 -0.5040 -0.45D0 -0.4500 -0.8100 0.7360 0.5940 0.8280 0.0000 -0.2340 -0.1980 -0.2340 0.7380 0.54.00 -0.8820 0.7200 0.7020 0.7920 0.0000 j -U.0000 -0.6480 -0.1260 -0.5040 -0.3960 0.1800 0.4140 0.9000 0.7920 0.0000 -0.2520 -0.4320 -0.6t340 -0.8820 0.1620 -0.9000 0.7560 0.6480 0.7740 0.0000 0.0180 0.1440 -0.3780 -0.3600 0.0900 -0.8640 0.7020 0.6480 0.8100 0.0000 ' -0.2700 -0.6120 0.1620 0.1800 -0.6660 -0.8460 0.7740 0.6120 0.8820 0.0000 ) 0.0360 -0.3420 -0.3600 -0.6840 -0.55ti0 -0.7920 0.6840 0.6300 0.9000 0.0000 -0.2860 -0.0900 -0.7200 0.0900 0.5940 0.4500 0.5220 0.7560 0.8640 0.0000 ) 0.0000 -0.2160 -0.8100 0.4860 0.4860 -0.7560 .0.7920 0.6280 0.8100 0.0000 D 0.0000 0.2160 -0.8460 -0.0720 0.3420 0.5400 0.6660 0.8100 0.7560 0.0000 0.0G00 0.0720 0.1080 -0.2160 -0.3240 0.3960 0.6120 0.7560 0.8280 0.0000 ~ 0.0000 0.1620 -0.6480 0.2340 -0.1260 -0.7740 0.8100 0.7020 0.8640 0.0000 0.0000 -0.4500 -0.2520 0.3060 0.8280 -0.7920 0.6480 0.6660 0.7740 0.0000 0.0000 -0.0720 0.0900 -0.2340 -0.8460 0.1260 0.4680 0.6640 0.8820 0.0000 ~ 0..0000 0.2340 -0.1080 -0.1980 -0.2160 . 0.5760 0.5220 0.8100 0.9000 0.0000 1 0.0000 -0.2340 -0.00D0 0.5580 -0.1440 0.6480 0.4320 0.7200 0.8460 0.0000 0.0000 0.4500 0.4500 0.1440 0.8820 -0.7380' 0.8280 0.8280 0.8460 0.0000 ~ 0.0000 0.0360 0.2700 -A.2520 0.2520 0.1980 0.4500 0.7380 0.0000 0.0000 0.0000 -0.6840 -0.7560 .. -0.4320 0.6480 0.1260 0.6300 0.6120 0.0000 0.0000 0.0000 -0.3780 0.2340 -0.1800 0.0000 0.7740 0.63G0 0.5940 0.0000 0.0000 ~ 0.0000 -0.0540 0.2160 -0.9000 0.0000 0.8640 0.4860 0.6300 0.0000 0.0000 0.0000 -0.7G20 0.3780 0.0720 0.00G0 -0.7560 0.5400 0.6660 . 0.0000 0.0000 0.0000 -0.2520 -0.5940 -0.5760 0.0000 0.3780 0.8460 0.7740 0.0000 0.0000 ~ 0.0000 -0.3240 -0.2700 0.4500 0.0000 0.G000 0.9000 0.7920 0.0000 0.0000 0.0000 0.4320 0.6120 0:3420 0.0000 0.0000 0.6120 0.6120 0.0000 0.0000 0.0000 -0.5940 0.5760 -0.2700 0.0000 0.0000 D.6480 0.8460 0.0000 0.0000 ' .0.0000 -0..4860 -0.4320 -0.4860 0.0000 0. 0000 0.4320 0.0000 0.0000 0.0000 0.Q0f}0 + 0.2700 -0.0900 0.0000 0.0000 0.0000 0.5040 0.0000 0.0000 0.0000 0.0000, -0.5220 -0.6120 0.0000 0.0000 0.0000 0.8640 0.0000 0.0000 0.0000 :~ 0.0000i 0.0900 0.0360 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00DU -0.4140 0.1800 0.0000 0.0000 0.0000 0.0000 0.00G0 0..0000 0.0000 0.0000 0.0000 0.6480 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.5400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.2880 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.006G . 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 i
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~ 25 DAILD C1U35 ) THE COLLApSE COEFFICIENTS ARE( -0.0900 -0.0300 -0.1500 -0.2800 , -0.0300 0.1000 50891 8548 -0.3t313 -0.3057 -0.2302 -0.1546 -0.0791 -0.0035 0.0720 0.1476 0.2231 0.2987 0.9000 0.8820 0.3780 0.3600 0.7920 -0.2880 0.6660 0.2520 0.7740 0.9000 j •a.8820 0.7740 0.5580 0.2340 -0..7560 -0.0540 -0.3600 0.0360 0.5940 0.8820 0.9000 0.7200 0.6480 0.9000 -0.3420 -0.5580 0.3780 0..7740 0.4500 0.8640 0.8640 0.8460 0.7020 0.1440 -0.81A0 0.1440 0.1980 0.5580 0.3240 0.8460 ~ 0.8820 0.8100 0.4860 0.0180 -0.4860 -0.5040 0.0720 -0.1260 0.3420 0.8280 0.9000 0.6300 0.4320 0.2880 0.1440 -D.8280 -0.2160 -0.0540 0.7560 0.8100 0.0000 0.7380 0.4140 0.0180 -0.5760 -0.7020 0.6480 0.3780 0.6120 0.0000 ~ 0.0000 0.7020 0.5220 0.1080 -0.6120 -0.8820 -0.2880 0.7920 0.4680 0.0000 0.0000 0.6660 0.3960 0.7560 -0.7920 -0.7380 -0.1440 0.1440 7920 0 0 0000 0.0000 0.6480 0.3420 -0.0000 -0.6840 -0.7380 -0.0360 0.5400 . 0.5760 . 0.0000 ~ 0.0000 0.6480 0.8280 0.5400 -0.6840 -0.6120 0.3960 0.3960 0.4320 0.0000 0.0000 0.6840 0.3420 0.1800 -0.9000 -0.1800 -0.4140 0.1260 0.7380 0.0000 0.-000G 0.o300 0.5940 0.0900 -0.9000 -0.7020 0.6840 0.7560 0.6300 0.0000 ~ 0.0000 0.6840 0.3600 0.6480 -0.6480 0.1260 -0.5220 0.2340 0.0000 0.0000 0. G0G0 0.6660 0.3oG0 -0.00G0 -0.7200 -0.8460 0.2160 0.5760 .0.0000 0.0000 0.0000 0.7560 0.7560 -0.0000 -0.7200 -0.7740 -0.0'540 0.8100 0.0000 0.0000 ~ 0.0000 0.7920 0.7740 0.4320 -0.5940 -0.3780 0.6300 -0.0360 0.0000 0.0000 0.0000 0.8280 0.9000 0.0360 0.1260 0.1620 -0.4680 0.2700 •0.0G00 0.0000 0.0000 0.900G• 0.4500 0.0180 -0.8460 -0.1980 0.0540 0.0540 0.0000 0.0000 ~ 0.0000 0.7020 0.4680 0.0180 0.4860 -0..8100 -0.1260 0.3600 0.0000 0.0000 0.0000 0.7560 ,0_8460 0.45.00 -0.3600 -0.8820 0.3600 -0.1440 0.0000 0.0000 0.0000 0.6120 0.6120 0.6300 -0.3600 -0.4320 0.7020 0.5220 0.0000 0.0000 ~ 0.0000 0.8640 0.3420 0.5220 -0.3780 -0.0720 0.1800 0.7380 0.0000 0.0000 0.0000 0.7920 0.3240 0.7740 0.4680 -0.45GG 0.4140 0.0180 0.0000 0.0000 0.0000 , 0.8640 0.72.00 0.0540 -0.3420 -0..3600 -0.4860 0.4140 . 0.0000 0.0000 ~ 0..0000 0.7380 0.6660 0.0360 -0.5040 -0.0360 -0.2340 0.8280 . .0.0000 0.0000 0.0000 0.8280 0.5040 -0.0000 -0.3960 0.7020 -0.3060 0.1620 0.0000 0.0000 0.0000 0.7200 0.3780 -0.00.00 -0.7560 0.6840 0.6120 -0.0720 0.0000 0.0000 ~ 0.0000 0.9000 0.3420 0.0720 -0..t3280 -0.6480 0.0900 0.5940 0.0000 0.0000 0.0000 0.6480 0.6300 0.0540 -0.3240 0.7200 -0.4320 -0.1080 0.0000 0.0000 0.0000 0.7200 0.6840 0.1980 0.0000 0.6,660 0.7200 0.1080 . 0.0000 0.0000 ~ 0.0000 0.6480 0.5400 0.3060 0.0000 0.7380 -0.5400 0.7200 0.0000 0.0000 0.0000 0.0300 0.5040 0.8820 0.0000 0.6480 0.2340 0.2160 0.0G00 0.0000 0.0000 0.8100 0.5760 0.0720 0.0000 0.7560 0.3420 0.5040 0.0000 0.0000 ~ 0.0000 0.7740 0.4500 0..}260 0.0000 0.6300 -0.3420 0.8460 0.0000 0.G00(} 0.0000 0.6660 0.3960 0.3780 0.0000 -0.7740 -0.0180 0.2880 0.0000 0.0000 0.,GG0G 0.0000 0.3780 0.0160 0. 0000 0.7740 0.5940 0.3420 0.0000 0.0000 ~ 0.0000 0.0000 0.3600 0.3420 0.0000 0.1080 -0.1980 0.4320 0.0000 0.0000 0.mD0 a 0.0000 0.8100 0.0180 0.0000 0.6120 0.7380 0.0720 0.0000 0.0000 0.0000 i 0.0000 0.4680 0.2520 0.0000 0.7920 0.0360 0.0000 0.0000 0.0000 ~ 0.0000 4 0.00G0 0.5400 0.0180 0.0000 0.180G -0.1620 0.0000 0.0000 0.0000 0.0000' 0.0000 0.3240 0.2160 0.0000 0.0000 0.4320 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.1o20 0.0000 0.0000 -0.3780 0.GG00 0.00G0 0. 0000 ~ 0.0000 0.0000 0.0000 -0.0000 0.0000 0.0000 0.0000 0.0000 .O.00G0- 0.0000 0.0000 0.0000 0.0000 -0.0G0G 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0 0000 0 0000 0 0000 ~ 0.0000 0.0000 0.00G0 G..00G0 0.0000 0.0000 0.0000 . 0.0000 . 0.G000 . 0.0000 j
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13 Rn1iLD Cl U35 ~~/ ) THr C(1LLAPSE COEFFICIENTS ARE( 3.3500 -0.1000 -0.49.00 0.03.00 0.28t50 0.0600 1) 2.9160 3."0635 3.2110 • 3.3586 3.506.1 _3.6537 3.8012 3.9487 4.0963 4.2438 0.0900 0.7380 0.5220 ,4 -0.0720 0.5940 0.2520 -0.2340 -0.7740 -0.8640 -0.9000 ) 0«1620 0.5220 0.1080 0.5400 -0.5400 -0.5400 0.8820 -0.4680 -0.6840 -0.8820 0.1440 -0.5220 0.2160 0.4320 0.0720 0.1620 0.0180 0.7920 -0.9000 -0.8640 0.1080 0.3240 0.8100 -0.2700 -0.8640 0..1800 0.5760 -0.6840 -0.7380 -0.9000 0.4260 -0.D360 0.2340 -0.3420 0.3060 -0.6840 -0.1260 0.8640 -0.7740 -0.8460 ~ 0.0720 -0.0180 0.0900 0.8460 -0.7200 0.2340 0.7560 -0.2520 -0.6300 -0.8280 0."0000 0.3060 -D.558D -0.6120 -0.4320 0.1980 -0.7560 -0.3240 -0.8280 0.0000 ~ 0..0000 0.•4320 -D.8460 -0.8640 -0.4860 0.2160 0.4320 0.7020 -0.6480 0.10000 0.0000 D.6480 0.1260 -0.4680 0.9000 0.2700 0.4140 -0.3960 -0.7920 0.0000 0.0000 -0.1620 0.1980 -0.1800 0.3240 -0.4860 -0.3960 0.7200 -0.8100 0.0000 ) 0..0000 -0.3060 D.594D 0.6840 0.4860 -0.0720 0.0360 -0.2340 -0.7200 0.0000 0.0000 -0.2340 0.1440 -.0.6480 -0.1080 -0.3600 -0.3240 -0.9000 -0.7020 0.0000 0.0000 -0.3780 0.1800 -0.90G0 0.0900 0.8820 0.6660 -0.5220 -0.8460 0.0000 ) 0.0000 0.5940 -0.4140 -0.4140 -0.7560 0.1440 -0.6660 -0.6300 0.0000 0.0000 0.0000 -0.1440 -0.1980 0.1800 0.7380 0.4860 0.8280 -0.7380 0.0000 0.0000 0.0000 -0.5580 0.1620 0.4140 -0.2160 0.8280 -0.5760 -0.4140 0.0000 0.0000 ~ 0.0000 -0.4320 0.7200 -0.5220 -0.9000 0.2880 -0.5220 -0.3420 0.0000 0.0000 0..0000 0.7740 -0.2880 0.1980 -0.8280 -0.1980 -0.45G0 -0.8100 0.0000 0.0000 0.0000 0.4500 0.4140 0.1620 0.2880 -0.5940 -0.7200 -0.5760 • 0.0000 0.0000 } 0.0000 0.8460 0.2520 0.6300 -0.7920 0.6120 -0.0000 -0.5940 0..0000 0.0000 0.0000 -0.2520 -0.4680 0.6120 0.0540 0.1260 0.5580 -0.8640 0.0000 0.0000 0.0000 -0.4680 -0.9000 0.2160 0.1080 -D.2880 0.6840 -0.5400 0.0000 0.0000 ) 0.0000 -0.0000 -0.0900 0.1440 -0.2880 0.5040 -0.1440 0.0000 0.0000 0.0000 0.0000 0.8100 0.0720 -0.0540 -0.594.0 0.6840 0.3960 0.0000 0.0000 0.0000 0.0000 0.2880 -0.1080 -0.1980 0.3420 0.7560 0.4500 0.0000 0.0000 0.0000 ) 0.0000' 0.3420 0.6660 0.7560 0.6660 0.3060 0.0540 0.0000 0.0000 0.0000 0..0000 -0.0540 0.4320 . -0.D900 -0.3600 -D.8460 -0.7920 0.0000 0.0000 0.0000 0.0000 0.7020 -0.6840 .0.2340 -0.0900 -0..0900 -0.6300 0.0000 0.0000 0.0000 ~ O.D000 0.0000 -0.72D0 -0.5580 -0.6300 -0.8820 -0.3060 0.0000 0.0000 0.0000 0.0000 0.0000 0.2700 0.1260 0.5040 0.1080 0.8100 0.0000 0.0000 0.0000 0.0000 0.0000 0.0540 0.7920 0.2700 0.5940 -0.4680 0.0000 0.0000 0.0000 ) 0."O0G0 0..0000 0.8460 0.4500 0.1260 -0.81•00 -0.1080 0.0000 0.0000 0.0000 0.0000 0.0000 -0.8100 0.7380 0.8460 -0.4320 -0.8820 0.0000 0.0000 0.0000 0.0000 0.0000 -0.3600 0.9000 0.6840 -0.1800 0.5940 0.0000 0.0000 0.0000 ) 0.0000 0.0000 -0.3420 -0.0280 -0.6840. 0.7020 0.7380 0.0000 0.0000 0.0000• 0.0000 0.0000 -0.6480 0.5220 -0.1980 -0.7200 -0.2160 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.8100 0.7920 0.3240 -0.6120 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 .0.0000 0.2520 -0.3060 -0.0540 0.3780 0.0000 0.0000 0..0000 O.OQ00 _ ` 0.0000 0.0000 0.1080 0.2520 -0.2700 -0.2520 0.0000 0.0000 0.0000 0.0000 ' 0.0000 0.0000 0.0000 0.1440 0.0900 -0.37ti0 0.0000 0.0000 .0.0000 d 0.0000 ' i 0.0000 0.0000 0.0000 0.0360 0.7740 0.0720 0.0000 0.0000 0.0000 .0000• 0 ' 0.0000 0.0000 0.D000 0.8100 .-0.4140 -0.8460 0.0000 0.0000 0..0000 D.OG00 0.0000 0.0000 0..0G00 0.0000 0.4680 -0.5040 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 -0.63.00 -0.0180 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.."0000 0.G0G0 0.0000 0.4680 .0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ,~ 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.D000 0.0000 0.0000 0.0000 J 50891 8569 ) ) ~
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I THE CO.LLAPSE COEFFICIENTS ARE( 5.2700 -0.140~0 0.7300 0.0000 -0.2500 -0.1700- 50891 8575 4.0415 4.2424 4.4433 4.6442 4.8451 5.0460 5.2469 5.4478 5.6487 5.8496 7 0.9000 0.4860 0.0720 0.5760 -0.8820 0.5040 0.7380 -0.4500 0.5400 -0.2700 9 0.8820 .0.6840 0.5040 -0.81D0 -0.5580 -0.8820 -0.0540 0.8460 -0.0180 -0.2880 0.8640 0.5940 -0.6300 0.3780 0.7380 0.3240 0.8280 0.5580 0.3420 -0.3060 0.8460 0.8460 0.6840 0.2520 -0.0000 0.0360 -0.5040 -0.1080 -0.5400 -0.2520 ) 0.8280 0.7740 0.9000 0.4860 0.3240 0.5760 0.2520 0.7380 0.1080 -0.3240 ~ 0.8100 0.7560 0.3960 0.0720 0.5220 0.6480 0.6300 0.5040 0.4500 -0.2340 0.0000 0.9000 0.2520 0.8640 0.4320 -0.5940 0.4320 0.1980 -0.6660 -0.3420 j 0.0000 0.5040 -0.8100 -0.63DA -0.7560 0.1980 0.5760 . -0.6480 -0.9000 0.0000 G.0000 0.5760 0.5940 -0.6480 -0.0180 0.8640 -0.5220 -0.1260 0.1980 0.0000 0.0000 0.8280 0.8280 0.0900 0.1800 -0.6120 -0.8100 0.0900 -0.5580 0.0000 ) 0.0000 0.0000 -0.8280 0.7380 -0.5400 -0.7560 0.6840 -0.7560 -0.8460 0.0000 0.0000 0.0000 0.0540 0.0540 0.1980 0.0540 0.5040 0.8100 0.5760 0.0GG0 U.0G0G 6.0000 0.7560 0.6660 -0.7380 0.4140 0.1260 -0.4320 -0.0000 0.0000 j 0.0000 0.0000 -0.6480 0.7920 0.5940 -0.7740 -0.0360 0.7740 0.3960 0.0000 ) 0.0000 G.G0Q0 -Q.6120 -0.6120 -0.5760 0.7020 -0.7020 -0.4680 0.5040 0.0000 0.0000 0.0000 0.2700 0.2340 0.6660 0.2160 -0.6840 0.0120 0.6120 0.0000 ~ 0.0000 0.0000 0.0900 0.6480 0.0180 0.0180 0.1440 0.3780 -0.7560 0.0000 0..0000 U.0000 0.3780 -0.8280 0.8640 0.8100 0.3600 0.7020 0.2880 0.0000 0.10000 G.00G0 0.6120 -0.7920 -0.0360 -0.5760 -0.0720 -0.0900 -0.7740 0.0000 ~ 0.0000 0.0000 0.0360 0.2700 -0.5220 0.7560 -0.4860 0.0720 -0.6840 0.0000 ~ 0.0000 0.0000 -0.5940 -0.6660 0.7920 0.4320 0.3420 0.2880 0.1260 0.0000 0.0000 0.0000 0.2340 0.3960 0.3060 -0.6300 -0.8280 -0.6300 0.2700 0.0G00 ) 0.0000 0.0000 0.7740 0.8100 0.4140 0.3060 -0.5400 0.8820 0.2160 0.0000 7 0..0000 0.0000 -0.6660 0.7200 -0.8640 0.0720 0.7920 -0.8460 -0.0360 0.0000 0.0000 0.0000 -0.7920 0.1080 0.8100 0.7740 0.8640 -0.1440 -0.5220 0.0000 ~ 0..00GG• G.D000 0.4860 0.3600 0.6120 -0.9000 -0.0180 _ -0.8640 -0.8280 0.0000 0.0000 0.0Q00 0.1060 0.4680 0.6840 -0.8640 -0.9000 -0.4140 -0.2880 0.0000 0..0000 0.0000 0.4140 0.0360 -0.9000 0.1800 0.2700 -0.7740 -0.2700 0.0000 ~ 0.0000 0.0000 0.5220 -0.5940 -0.5940 0.3420 -0.0900 0.4500 -0.3060 0.0000 0.0000 G.:0000 0.8460 0.5040 0.5040 0.8280 -0.4680 0.3060 -0.2520 0.0000 0.0000 0.0000 -0.8460 -0.2880 0.0360 -0.7380 0.1080 0.6480 0.0000 0.0000 ) 0.0000 0.0000 0.2880 -0.2700 -0.7740 -0.0000 0.4500 0.4320 0.0000 0.0000 ) 0.0000 U.0000 0.7020 0.5940 0.1o20 0.7200 -0.6660 -0.4860 0.0000 0.0000 0.0000 0.0000 0.0000 0.5580 -0.0540 -0.5580 0.2340 0.2160 0.0000 0.0000 ) 0.0000 0.0000 0.0000 -0.3060 0.3420, 0.5940 0.5220 -0.0720 .0.0000 0.0000. 1 0.0000 0.0000 0.0000 -0.2520 0.9000 0.4ti60 -0.7200 -0.1620 0.0000 0.0000 0..0000 0.0000 0.0G00 -0.3240 0.8460 -0.7920 .0..7740 -0.3960 0.0000 0.0000 ~ 0.0000 0.0000 0.0Q00 -0.2340 -0.5040 0.6300 0.9000 0.3600 0.0000 0.0000 U . 00 00 0.0000 0.0000 -0.3420 -0.7200 0.5220 -0.1080 -0.6660 0.0000 0.0000 , U.0000 a 0.0000 0.0000 -0.2160 0.2160 -0.2880 -0.4500 0.9000 0.0000 0.0000 ) 0.0000 . 0.0000 G.00G0 0.2160 0.4500 -0.2700 -0.5580 -0.1800 0.0000 0.0000 0.0000. ~ 0.0000 0.0000 -0.6840 -0.0720 0.2340 -0.7920 0.1080 0.0000 0.0000 0.0000 0.0000 0.00G0 -0.3o00 -0.4860 -0.3060 0.1620 -0.3780 0.0000 0.0000 j 0.0000 0.0000 0.0000 0.8460 0.5400 -0.2520 -0.0000 0.0540 0.0000 0.0000 0.0000 0.0000 0.0000 -0.1980 -0.6120 -0.3240 0.5580 0.6660 0.0000 0.0000 0.0000 0.0000 0.0000 -0.7740 0.0000 0.0000 0.0000 0.0000 . 0.0000 0.0000 1 0.0000 0.0000 0.0000 0.0000 0.0000 0.aG00 0.0000 0.0000 0.0000 0.0000 J 1 1 RSaAOO Ci U35 ~ -~
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MATRIX OF CORRELATIONS BETWFEN INDFPENDENT VARIABLFS VARIABLE 1 2 3 -4 5 1 1.000 0.000 0..000 0.000 0.000 50891 8612 2 0.000 1.000 0.000 0.000 0.On0 3 0.000 0.000 1.000 0.000 0.000 4 0.000 0.000 0.000 1.000 0.000 5 0. 0t10 0.000 0. 000 0.000 J. 0n0 i ~
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0.0000 0.0000 0.0000 0.0000 0.0000 0.G00G 0.00G0 0.GG00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 1.0000 ~ 1.0000 1.0000 1.0000 ~ i.A000 1.0000 1.GD00 ~ 1.,0000 i.0G00 1.0000 ) 1.0000 1.0000 1.0000 ~; 1.0000 1.0000 1.0000 ~ 1 ..0G00 1.0000 1.0000 ) 0.0G00 U.0000 0.0000 ~ 0.0000 O..GGGO 0.0000 ) 0.0000 0.0000 0.0000 j 0.0000 0.0000 0.0000 ) 0.0GG0 0.0000 0.0000 ) 0. GG00' 0.0000 0.0000 ~ 0.0000 0.o00G 0.0000 ~ 0.0000 0..00G0 0.0000 ~ 0.0000 0.A0G0. 0.0000 ; j 0.0000 0.-0G,GG 0.0000 0.8400 0.4000 0.5600 -0.5600 -0.0400 -0.4800 -0.1200 -0.7600 -1.0000 0.9200 0.7200 0.9600 -0.5600 -0.9200 -0.6400 -0.3600 -0.8400 -0.9600 0.8800 0.4000 0.2800 -0.A800 -0.2800 -0.4400 -0.6400 -0.9200 -0.9200 0.7200 0.5600 0.0400 -0.5600 -0.6000 -0.8800 -0.7200 -0.6800 -1.0000 0.7200 0.4000 0.5200 -0.56G0 -0.8800 ' -0.8000 -0.0800 -0.5600 -0.8800 0.8800 0.9600 0.0800 -0.2800 0.1600 -0.6800 -0.9200 -0.4800 -0.9600 0.7200 0.4400 0.7200 0.1600 0.3200 -0.7600 -0.3200 -1.0000 0.0000 0.7600 0.4000 0.36.00 -0.5600 -0.3200 -1.0000 -0.5200 -0.4400 0.0000 0.72G0 0.4800 0.4400 -0.3600 -0.9200 -0.96.00 -0.4800 -0.6000 0.0000 0.9600 0.4000 0.0400 -0.4000 0.4800 -0.4000 -0.8400 -0.6400 0.0000 0.7600 0.6400 0.16.00 -0.4800 -0.8400 -0.5200 -0.1600 •-0.9600 0.0000 0.7200 0.5200 0.0800 -0.4800 -0.6800 -0.0400 -1.0000 -0.7200 0.0000 0.7200 0.4000 0.8400 0.2800 -0.4000 -0..0800 -0.6000 -0.8800 0.0000 .0.9600 0.4000 0.1200 -0.5200 -0.8400 -0.92G0 -0.0400 -0.8000 0.0000 0.8000 0.68.00 0.6000 -0.2400 -0.3600 -0.0000 -0.7600 -0.8800 0.0000 0.8000 0.44D0 0.0400 -0.3200 -Q.4800 -0.1200 -0.8000 -0.8000 0.0000 0.9200 0.5200 0.2000 -0.2000 -0.5200 0.0400 -0.9600 -0.5200 0.0000 0.7600 0.4400 0.3200 -0.3600 -0.7600 -0.1600 -0.8800 -0.4000 0.0000 0.7200 0.7200 0.1200 0.3600 -0.2400 -0.6000 -0.4000 -0.5200 0.0000 0.7200 0.84G0 0.5200 0.2000 -0.9600 0.0800 -0.2000 -0.7200 0.0000 0.8400 0.8800 0.04GG -0.0000 -0.0800 -0.2000 -0.2800 -0.9600 0.0000 0.7600 0.4800 -0.00.00 -0.5600 -0.3600 -0.3600 -0.4400 -0.6400 0.0000 0.8000 0.6400 0.2400 -0.5200 -,0.8000 0.1200 -0.5600 -0.6000 0.0000 0.8000 0.4000 0.3200 0.7200 -0.7200 -0.24.00 -0.6800 -1.0000 0.0000 0.7200 0.4800 -0.0000 0.1200 -1.0000 -.0.7200 -0.6800 -0.44G0 0.00G0 0.8400 0.4000 -0.0000 -0.5600 -0.0000 -0.5600 -0.2400 -0.4800 0.0000 0.7200 0.4400 0.6000 -0.5200 0.1200 -0.8400 -0.5000 -0.5600 0.0000 1..0000- 0.7690 0.1600 0.8000 -1.0000 0.1600 -0.2400 -0.6800 0.0000 0.7600 0.6000 -0.000G -0.12G0 -0.8000 -0.8400 -0.4400 0.0000 0.0000 1.0000 0.7600 0.0800 0.4400 -0.96.00 -0.2800 -0.8800 0.0000 0.0000 0.7600 0.5600 -0.0000 0.0000 0.3600 -0.3200 -0.9600 0.0000 0.0000 0.7200 0.5600 0.6400 0.0000 0.5200 -0.7200 -0.8000 0.0000 0.0000 1.0000 0.0800 0.1200 0.0000 -0.8800 -0.5600 -0.7600 0.0GG0 0.0000 0.7200 0.6000 0.2000 0.0000 -0.4000 0.2000 -0.4000 0.0000 0.0000 0.7600 0.40G0 0.4800 0.0000 0.0000 0.2800 -0.2800 0.0000 0.0000 I.D000 0.9200 0.3600 0..0000 0.0000 -0.32G0 -1.0000 0..0GGG 0.0G00 0.9200 0.8800 -0.0000 0.0000 0.0000 -0.2800 -0.2000 0.0000 0.0000 0.8400 0.4800 0.1200 0.0000 0.0000 -0.9200 0.0000 " 0.0000 0.0000 0.88G0 0.4000 0.0000 0.G0G0 .0.0000 -0.6000 0.00G0 0.0000 0.0000 0.8400 0.6000 0.0000 0.0000 0.0000 0.2400 0.GOG0 0.GGG0 0.0000 0.7600 0.4400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.8000 0.5200 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.9600 0.0000 0.0000 0.0GG0 0.0000 0.0000 0.0000 0.0000 0.0000 0.8400 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000' 0.0000 0.6000 0.AG00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..G0G0 0.0000 0..00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 a G.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 G. G000 0..0000 0.00G0 0.0000 D.0000 0.0000 0.0000 0.0000 ; 50891 8571 ) ) , ... <_ .,:., J J
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES l VARIABLE 1 2 3 4 5 ) 1 1.000 0.000 0.000 0.000 0.000 2 0.000 .1.000 0.000 0.000 0.000 50891 8604 3 0.000 0.000 1.000 0..000 0.000 j 4 0.000 0.000 0.000 1.000 0.Ory0 5 0.000 0.000 0.000 0.000 1.000 7) ) j J j 7 ~
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LOCUS OF STATIONARY POINT X 1 0.1132 ~ X 2 -0.3686 50891 8602 ESTIMATED RESPONSE AT STATIONARY POINT = -0.)6725 CANONICAL FORM OF THE RESPONSE FUNCTION Y -Y0 = ALPHAI*(.Wl**2)- +ALPHA2*(W2**2) +ALPHA3*(W3**2) 0.1673 0.0538 -0.0651 A SADDLE POINT IS INDICATED TR.ANSFORMATI.ON FROM ORIGINAL TO CANONICAL VARIABLES W- MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX .0.739.1 -0.6736 0.6.736 0..7391 +ALPHA4*(W4**2) +ALPHA5*(W5**2) +ALPHA6*(W6**2) 1 . c t D i
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MULTIPLE REGRESSION.....CIU35.DAT 1 SELECTION..... 25 ) TABLE OF RESIDUALS 50891 8587 ~ CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 53.11000 54.36833 -1.25833 2 64.66000 63:.40.16.7 1.25833 ~ 3 67.50000 68.75833 -1.25833 4 68.98000 67.72167 1.25833 5 67.74000 68.99833 -1.25833 ~ 6 62.26000 61.00167 1.25833 7 58.870I?0 . 60.34833 -1.44833 8 63.44D00 60.31833 3.12167 ~ 9 62.24000 60.31833 1.92167 ]0 '- 61.07000 60.3.1833 0.75167 ~' 11 60.00000 60.31833 -0.31833 ~ 12 56.29000 60.31833 -4.02833 ~ ) ~ :1 ) ~ > ~ ~ . + -4 ) ~ J
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c C i t ~- C. . ~ 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 00oo • o ' 0000-• o 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 000010 00a00•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 000010 00001 0 ~ 0000'0 0000•0 0004•0 0000'0 0000'O 0000•0 0000•0 0000'0 0000•0 0000•0 .0000•0 0000'0 0004'0 0000'O 0000•0 0000•0 0000'0 0000'0 000010 0000'0 0000'0 0000•0 OOtbv•0 0000•0 0000•0 0000•0 0000'0 0000•0 0000•0 000010 ~, 0000'0 0000'0 0o0R'0 0000•0 0000'0 0000•0 0000'0 0000'0 000010 000010 0000'0 00RR•0 009L•0 0000'0 0000•0 0000•0 0000'0 0000'0 0000•0 0000'0 0000'0 00ZL'0 OOti4'0 0000'0 0000'0 0000•0 00J0'0 0000•0 0000'0 0000•0 r 0000'O 009L•0 0048'0 0000•0 0000•0 0000•0 0000•0 0000•0 0000'0 000010 0000'0 00Z6'0 ' 0004'0 0000•0 0000•0 0000'0 0Oti8•0- 0000'0 0000'0 0000•0 0000'0 009L•0 000b'0 0000'0 0000'0 0000•0 0089'0- 0000•0 0000•0 0000'0 c 0000•0 OOtiR'0 OOOV'0 0000•0 0000•0 0000•0 009£'0- 0000•0 0000'0 0000•0 0000•0 00ZL'0 00ZL'0 0040•0 0000•0 0000•0 0084•0- 0000'0 000010 ,0000'0 0000'0 0000•l 0009'0 0080'0- 0000'0 0000'0 00'RR'0- 0000•0 0000-0 000010 ~ 0000'0 0006'0 0009'0 00Zt'0 0000'0 0000•0 008Z'0- 0000'0 0000'0 0000'0 0000•0 0008'0 0009'0 00b9'0 0000'0 008Z'0- OOOR'0- 0000•0 000010 0000'0 0000•0 0008•0 0009•0 00R0•0- oOZL•0- 000R'0 0009•0- 0000'0 0000•0 000010 ~ 0000'0 00R8•0 0095•0 00t0'0- 009L'0- 000R'0- 0095•0- 0000'0 0000'10 000010 0000•0 OoZL'0 000q•0 00v0'0- 0oZ5•0- 00ti6'0- 00'bb'0- 0000'0 0000_'0 0000'0 0000'0 00ZL'0 000ti'0 008Z•0 0091'0 0091•0- 00ZL'0= 0000•0 0000'0 0000•0 ~ 0000•0 000L'0 0O8t4'0 00b0'•0 OOAZ•0- 009L'0 000b'O- 00R8'0- 0000'0 0000•0 0000'0 009L•0 0095'0 009L'O 0oR8'0- 008Z•0 00Z5'0- 0oR4'0- 0000'0 0000'0 0000'0 00V8•0 0004'0 009t'0 000R'0 00R8'0- 00Z6'0- 00bR•0- 0000"0 0000•0 E 0000'0 00ZL'0 0004•0 00817 '0 000Z'0- OoZI'0 00b9•0- 0089•0- 0000•0 0000•0 0000'0 00ZL'0 0ob9'0 0095'0 000Z'0- 0095'0 0096'0- 0095•0- 0000'0 000010 0000'0 009L'0 000ti'0 00R0•0- 009£•0- 00Zt•0- 00Z£'0- 0009'0- 000010 000010 ~ 0000•0 00ZL•0 000ti•0 00Z1'0 0009'O- 009£•0 009L•0- 00ZL•0- 0000'0 0000'0 0000•0 00ZL'0 00b9•0 000Z'0 0009'0- 0000•0- 0000't- 00Z6'0- 000010 0000'0 0000'0 009L"0 0088•0 000Z'0 00bb'0 0000'0- 0oZ£•0- 000R'0- 0000'0 0000"0 ~ 0000'l OObB•0 0096'0 0096'0 0089'0- 00ZL'0 0000't- 0096'0- 000010 0000"0 0000•C 00ZC 0 0084•0 00R0'0- 0008•0- 00ZL'0- 009L'0- 00Z5•0- 000010 0000'0 0000'l 00ZL'0 0084'0 009E'0 0008•0- 00tl0'0 00'ti9'0- 0040"l- 00"J0'0 0000'0 c 0000"t 0008'0 0044•0 OOt+B'0 0oZ5'0 ` 0080'0- 0096•0- 00b9•0- 0006'0 00*J0'•0 ;i 0000"t 0008'0 0089•0 0080'0 00Z1•0- 0040'0- 0004•0- 009L•0- 0000"0 0000'0 0000'l 00ZL'0 0004'0 0091'0 OOZE•0- 00Z6'0- 00Z5'0- 009L'0- 0000 • 0 000010 c 0000'1 00ZL'0 000b'0 0000•0- OOt'B'0 00ZE•0- 00Z6•0- 0049'0- 0000'• 0 0000" 0 . 0000'l 0000•l 008b•0 0000'0- 009L'O- 0009'0 . 00ZL'0- 0000"l- 0000•0 0000'0 0000'l 009L'0 0044'0 00b0'0- 0095•0- 0089'0 0obt+•0- 00Z5'0- 000010 0000"0 t, 0000' I 00V8•0 000vl'0 0080•0-. 00Z5'0- 0096"'0= 008Z'0- 0096'•0- 0000" 0 000010 0000'1 0096'0 000b'0 0080•0- DOlsv•0= 009E•O- 0095•0- 0008•0- 00Z6•0- 0000'0. 0000'1 009L'0 0095'0 00b0"0- 0080•O-" 0000'I- 0009'0- 00Z6'0- OOZVO- 0000•O 0000•t 009L'0 0041? '0 0080'0- 0040'0 009t'0 0084'0- 0095'0- 00Z6'0- 000010 0000'l 0008•0 00Z5'0 00E0'0- 00b9•0- 009L'0- 0008'0- 0009•0- 0088'0- 0000'1- 0000'I 000R'0 0004'0 00R0•0- 00bZ'0- 008b'0- 0088"0- 0oZL'0- 0096' 0- 00'96' 0- ~ 0000'I OOV8'0 0004'0 0080'0- 0oR4•0 0095'0- 009£'0- 0089•0- 0000'I- 0000•1- 0000't 00R8•0 00ZS'0 0080•0 0048'O- 00ZE'0 QObZ'0- 00m8'0- 009L'0- 0096'0- 0000't 00Z6•0 0049'0 00t+Z•0 0091'0- 0049•0- 0089'0- OOR4'0- 00p8•0- 0000•t- t 0000' I 009L'0 00Z6'0 00'ti0'0 00R9•0- 00V9'O 00fi8'0- 00P8"0- 0008'0- 0000•1- 0SS8 T680S 0000•0 0000'0 0000'0 0000'0 0000•0 0000•0 0000'0 0000'0 0000'0 C 0000'0 0000•0 0000•0 0000•0 0000•0 0000'0 0000•0 0000•0 0000•0 0000•0 0000'0 l.
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MATRIX OF CORRELATIONS BETWFEN INDEPENDENT VARIABLES VARIABLE 1 2 3 4 5 1 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 0.000 .0.000 50891 8608 3 0.0R0 0.000 1.000 0.000 0.000 -4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.0Q0 0..000 1.000 I 1 /
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MULTIPLE REGRESSION..... C1U35.DAT SELECTION..... 19 ~ TABLE OF RESIDUALS 7 CASE No. Y VALUE Y ESTIMATE RESIDUAL 1 0.13100 0.04983 0.0BI17 50891 8611 2 -0.05200 0.02917 -0.08117 ~ 3 -0.13300 -0.21417. 0.08117 4 -0.35.600 -0.27483 -0.08117 5 -0.145Q0. -0.22617 0.08117 ) 6 -0.22600 -0.14483 -0.08117 7 -0.06500 -0.18467 0.11967 8 -0.13100 -0.18467. 0.05367 ~ 9 -0.41400 -0.18467 -0.22933 10 -0.08900 -0,18467 0.095.67 11 -0.18300 -0.18467 0.00167 ) 12 -0.22600 -0.18467 -0.04133 ~ ~ ~ 5 . i . J J ,
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C C 000010 000010 0000'0 0000•0 0000'0 000010 00D01 0 0000•0 0000•0 r, 0000•0 000010 000010 0000•0 0o00•0 0000•0 0000•0 0000•0 0000•0 0000•0 0600•0 0000•0 . 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•~0 0000•0 000010 0000•0 0000-0 000o•Q 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 roooo•o 0000•0 0000•0 0000•0 0000•0 0000•0 0000'•0 0000•0 0000•0 0000•0 0000•0 0000'0 0000•0 00001 0 000010 000010 0000'0 0000'0 0000'0 0000'0 0000'0 000010 0000'0 0000'0 0000•0 0000•0 0000•0 000010 0000 •0 0000'0 0000'0 0000"0 0000•0 0000•0 0000•0 0000•0 0000'0 0000'0 0000•0 0000'0 0000•0 0000•0 0000010 0000•0 0000•0 0000•0 000Q•o 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000'0 0000•0 0000•O 0000•0 000m•0 0000•0 0000'0 0000'0 0000'0 0000'0 0000"•0 0000'0 0000'0 OQ80•0 009L•0 0000'0 0000•0 0000•0 0000'0 0000•0 0000"0 0000•0 0000'0 0044•0 0004'0 00ZL'0 0000'0 0000'0 0000•0 0000'0 0000'0 0000•0 0000'0 oOZS•0 0084'0 00Z6•0 0000•0 0000'0 0000'0 0000'0 0000•0 0000'0 0000'•0 00Z1'0 008t•'0 0008•0 0000'0 0000•0 0000•0 0000•0 0000•0 0000•0 0000'0 00bb'0 000V•0 0008'0 0000'0 0000•0 0000'0 0000'0 0000'0 0000'0 0000'0 OOZI'0 0009'0 009L•0 0000'0 0000'0 0000•0 0000'0 0000•0 0049•0- 00oZ•0- 0080'0 0049•0 0000'I 0000•0 0000•0 0000'0 0000•0 0000'1- 00Z£'0- 00RZ•0- 009t•0 00oti•0 00ZL'0 0000'0 0000-0 0000•0 0000•0 00R9•0- 0095'0- OORZ•0- 009£'0 000ti•0 OOOR•0 0000'0 0000•0 0000'0 0000'0 0096'0- 0oZ5'0- 004Z•0- 0080'0 0089'0 000R'0 0000•0 0000'0 0000'0 0000'0 0087'0- 0oZ5'0- 0080•0 0091'0 0049'0 0088'0 0000•0 0000'0 0000•0 0008'0- 0000•1- 0044•0- 0040•0- 00VZ•0 00Q5•0 004R'0 0000'0 L 0000•0 0000•0 00ZL•0- 00Z£'0- 00'tiZ•0- oORZ'0- 0080•0 00017'0 OoZL'0 0000•0 0000'0 0000•0 0096'0- 004R'0- 0049'0- 008Z•0- 00Z1'0 004b'0 OoZL•0 0000•0 0000•0 0000'0 OOb8'0- 0096'0- 00"'0- 0080" 0- 0080'0 00Ut•'0 0000•1 0000'0 0000•0 0000'0 0096•0- 00D0't- 0049'0- 0000'0- o08Z•0 09179 0 0 o0ti8•0 0000'0 0000'0 0000'0 0009'0- 004v'0- 000Z•0- 0091•0 0084•0 000b•0 oOZL'0 0000'0 0000'0 0000'0 • 0oZ6'0- 0008•0- 0004•0- oOt? Z'0- 008b'0 0004'0 OOZL•0 0000'0 0000•0 0000•0 0088"0- 009£•0- 00V9'0- 00t+0'O 0091'0 00Z6•0 00ZL•0 0000•0 0000'0 0000•0 0089'0- 00b9•0- 0009•0- 000Z'0- 00R0'0 00'94•0 OOb8•0 0000•0 0000•0 0000•0 0000'l- 000b•0- 0009•0- 0080'0 0009'0 0084'0 009L•0 0000•0 0000'0 0000•0' 0084'0- 00YJ6'0- OOV9•0- 000Z"0 0091•0 00'9L'O 0oR8•0 0000•1 0000•0 0000•0 008t4•0- 0009'0- oQBb'0- 00Z1•Q o0Z£'0 000t?'0 00Z6'0 0000•1 0000'O 0000'0 o0t+9'0- OOZL'0- 0095•0- 0000'0- OQ80'0 OObti'0 009L'0 0000'•l 0000•0 0000'0 0049'0- 0048•0- 009£'0- 000z•0- 009£•0 OOZL•0 0096'0 0000•I 0000•0 0000'0 ' 0009•0- 0089'0- o0Z£•0- 009t'0 00DZ'O 0009•0 0000•1 0000't 0000•0 0008'0- OoR9•0- 0000•l- 0049•0- OoBZ'0 0080•0 00"•0 009L'0 0000'1 0000•0 0048•0- OoZS'0- 0000'1- 0009•0- 00b0'0- 00Z£•0 0004•0 00ZL•0 0000'I 0000•0 OoZL•0- 004V•0- 009L'0- 0009'0- 004Z'0- 00Z1'0 0095'0 00ZL'0 0000"•I 0000"'0 00Z6'0- OOZL•0- 0096'0- o0t+9'0- 00bZ'0- 00Z5'0 000b'0 0oti8•0 00D0°I 0000•0 00ZL'0- 0000'I- 0088'0- 0091'0- 00ZI•0- 0095•0 oOZS'0 00oL•0 0000't 0000"'0 0OZ6'0- 0088•0- 009L'0- 00ti9•0- 004Z'0 0080•0 0088•O 0096•0 0000•1 0000'l- 0008•0- 0048'0- 00ZL•0- o08Z'0- 0091'0- OQ04'O O0Z5'0, 0oZ6'0 0000't 0096•0- 0068'0- , 00Z6'0- 00Z6'0- 0095•0- 000Z'0- 0080'0 0008'0 00ZL'0 0000•l 0000't- 0096'0- 000Q'0- 00R8'0- 00Rti•0- 00Z1•0- OOOZ'0 00ob'0 OoZL'0 0000'1 0096'0- 0000'1- 0095'O- 0000'l- 0001+'0- 0080'0- 00'4Z'O 0008'0 OoR8'0 0000•1 0000"'1- 009L•0- 009L•0- 000R•0- oo8z•o- oOSpZ"•0- 0oZl•0 000b•o 000R•0 0000-•I 0000't- 0088'0- 0096•O- OoZ6•0- QOZS•O- 00q1'0- 00RZ'0 00R9'0 0008'0 0000•1 9BS8 T680S 0000•0 0000'0 0000•0 0000'0 00'00'0 0000'0 0000•0 0000'0 0000'0 0000'0 0000•O 0000•0 0000•0 0000•0 0000•0 0000•0 0Q00•0 0000•0 0000•0 0000•0 ~
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,-) MULTIPLE REGRESSION..... CIU35.DAT SELECTION ..... 25 ~ VARIABLE MEAN STANDARD CORRELATION All1. DEVIATION X VS Y REGRESSION STD. ERROR COMPUTED COEFFICIENT OF REG,COEF. T VALUE 50891 8589 1 0.00000 0.52222 0.06870 0.62356 1.52629 0.40854 2 0.00000 0.52223 -0.73567 -6.67667 1.52624 -4.3.7458 ~ .3 0.00000, 0.26111 0.08397 1.52425 3.05257 0.49933 .~ 4 0.2499.9 0.36925 0.52357 6.72039 2.15856 3.11337 5 0.25000 0.36927 0.05662 0.72667 2.15843 0.33666 ) DEPENDENT 30 62.18000 4.73960 7 INTERCEhT 60.31833 o } MULTIPLE CORRELATION 0.91122 -_~'~ i0 RESIDUAL STD. DEV. 2.64353 ) STD. ERROR OF MEAN 0.76312 ANALYSIS OF VARIANCE FOR THE REGRESSION 1 l SOURCE OF VARIATION DEGREES ' OF FREEDOM SUM OF MEAN F VALUE ATTRIBUTABLE TO REGRESSION 5 SQUARES 205.17209 SQUARES 41.03442 5.87192 DEVIATION FROM REGRESSION 6 41.92949 6.98825 TOTAL il 247.10159 ) 1 1.87056 0.62356 2 -20.03000 -6.67667 3 1.14312 1.52425 4 10.07941 6.72039 5 1'.09000 0.72667 30 746.16000 60.3J833 AN.ALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES LINEAR-REGRESSION 2 134.90002 67.45nn1 10.39966 QUADRATIC REGRESSION 3 70.27206 23.42402 3.61159 ) LACK OF.FIT 1 9.50055 9.50055 1.46483 REPLICATION ERROR 5 32.42896 _ 6.48579 TOTAL 11 247.10159 AVERAGE-OF . 6{CENTER POINTS 60.31833 ~ . J
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LOCUS OF STATIONARY POINT X 1 -0.4674 X 2 -0.8508 ESTIMATED RESPONSE AT STATIONARY POINT = 0.11609 CANONICAL FORM OF THE RESPANSE FUNCTION 50891 8614 Y -YO = ALPHAI*(WI**2)- +ALPHA2*(W2**2) +ALPHA3*(W3**2) +ALPHA4*(W4**2) +ALPHA5*(W5**2) +ALPHA.6*(W6**2) -0.1J6J 0.•0823 -0.3043 A SADDLE POINT IS INDICATED TRA.NSFORIMATION FROM ORIGINAL TO CANONICAL VARIABLES W= MZ WHERE Z=X-X0 AND N IS THE FOLLOWING MATRIX 0.3851 0.9229 0.9229 -0.385.1 7 } . a 4
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MULTIPLE REGRESSION..... C1U35.DAT SELECTION..... 18 TABLE OF RESIDUALS CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 0.34400 0.38550 -0.04150 2 0.25900 0.2175•0 0.04150 3 -0. 23300 -O. 19J 50 -0. o4150 .4 0.08500 0.04350 0.04150 5 0.00000 0.0415.0 -0.04150 6 0.01600 -0.02550 0.04150 7 0.12900 0.18950 -0.06050 8 0.18000 0.18950 -0.00950 9 . 0.20700 0.18950 0.01750 10 0.21400 0.18950 0.02450 11 0.11700 0.18950 -0.07250 1,2 0.29000 0.18950 O.J0050 50891 8615 )
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MULTIPLE REGRESSIDN..... CIU35.DAT SELECTION..... 21 VARIABLE MEAN STANDARD CORRELATION REGRESSI(Ua STD. ERROR COMPUTED N0. DEVIATION X VS Y COEFFICIENT OF REG,COEF. T VALUE 1 1 0.00000 2 0.00000 3 0.00000 4 0.24999 5 0.25000 DEPENDENT 26 -0.16667 INTERCEPT 0.52222 -0.35700 0.52223 0.04232 0.26111 -0.48467 0.36925 -0.00097 0.36927 -0.06467 0.06376 -0.1.6383 -0.04359 0.03962 0.00517 0.03962 -0.11836 0.07924 -0.0001.7 0,05b03 -0.01117 0.05603 -1.10029 0.13042 -1.49377 -0.00297 -0.19931 50891 8605 ~ MULTIPLE CORRELATION RESIDUAL STD. DEV. STD. F.RROR OF MEAN 0.60691 O.Ob862 0.01981 ~ ANALYSIS OF VARIANCE FOR THE REGRESSION ) l S(xURCE- OF VARIATION DEGREES OF FREEDOM SUM OF SQUARES MEAN SQUA S F VALUE ~ ATTRIBUTABLE TO REGRESSION 5 0.016-47 RE 0.00329 0.69974 DEVIATION FROM REGRESSION 6 0.02825 0,00471 TOTAL 11 0.04472 ~ 1 -0.13077 -0.04359 2 0.0a550 0.00517 3 -0.08876 -0.11836 ~ 4 -0.00025 -0.00017 5 -0. 07 675 -0. 01 1.17 26 -2.00000 -0.16383 .ANALYSIS OF VARIANCE F OR THE RE GRESSION ) SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 0.r)0578 0.00289 0.51524 ~ QUADRATIC REGRESSION 3 0.01069 0.00356 0.63545 LACK OF FIT 1 0.00020 0.0n020 0.03640 REPLICATION ERROR 5 0.02805 0.00561 'J TOTAL 11 0.04472 AVERAGE UF 6`CF.NTER POINTS = -0.16383 ~ i
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MULTIPLE REGRESSION..,,,C1U35.DAT SELECTION..... 20 ) TABLE OF RESIDUALS ~ CASE NO. , Y VALUE Y•ESTI MA'LE RESIDUAL 1 -0.16400 -0.14617 -0.01783 „ 2' -0.25900 -0.27683 0.01783 50891 8607 ~ 3 0.03300 0.05083 -0.01783 4 0.18600 0.16817 0.01783 5 -0.08100 -0.06317 -0.017B3 ~ 6 -0.03200 -0.04983 0.01783 7 -0.09700 -0.08550 -A.01150 8 -0.18000 -0.08550 -0.09450 ~ 9 '. -0.08600 -0.08550 • -0.00050 10 -0.03600 -0.08550 0.04950 11 -0.03300 -0.08550 o.o525o ~ 12 -0.08100 -0.08550 0.00450 ~ ~ i 3 I 3 ~ 3 , 1
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29 THERM CiU35 THE COLLAPSE COEFFICIENTS XRE< 62.6200 0. 9d 00 -6.94 0 -0.3500 5.7100 -0.4300 50891 8545 1 55.2500 ' 57.3901 59.5302 61.6704 63.8105 65.9506 68.0907 70.2309 72.37.10 74.5111 l 0000 -0 3420 -0 1260 -0 2160 -0 5580 0 00 0.45 -0.6120 0.5400 0.8460 0.9000 . -0.D180 . 0.3060 . 0.3780 . -0.3960 . 0.0900 . 0.8460 -0- 7200 0.5760 -0.8820 0.8820 ~ -0.0360 -0.4140 0.2160 -D.6480 -0.1800 -0.1980 0.8280 0.7920 0.6840 0.9000 0.0180 -(..0180 -0.3600 -0.3240 0.4680 -0.5040 0.1260 0.8460 0.7380 0.8640 -0.0540 -0.0360 0.3060 0.1440 -0.9000 0.0900 0..2880 -0.7140 -0.8280 0.8820 I 0.0360 -0.0000 -0.5400 -0.7920 0.8100 0.5400 0.4500 0.9000 0.7920 0.8460 -0.0720 0.3780 0.0720 0.3240 • 0.3600 -0.4500 -0.2700 0.5040 0.9000 0.0000 0.0540 -0.2520 -0.4320 0.4500 -0.3060 0.1980 0.2160 0.6120 0.7740 0.0000 -0.09.00 -0.0540 -0..2700 0.6300 -0.5940 0.3420 -0.6480 -0.5220 -0.8640 0. 000 0.0720 0.5040 0.0540 0.2520 0.4140 0.7560 -0.6840 -0.8280 -0.9000 0.0000 ~ -0.1080 0.0180 -0.8460 0.8100 -0.5040 -0.5940 0.7380 -0.8820 0.7200 0.0000 0.0900 0.2160 -0.6300 0.8460 0.9000 0.72D0 0.8820 0.4140 0.8640 0.0000 -0.1260 -0.0720 -0.4860 0.3960 --0.8100 -0.8100 -0.9000 0.7380 0.8280 0.0000 ) 0.1080 -0.5760 -0.1080 -0.8280 0.2880 0.3960 -0.5220 -0.5580 0.7020 0.0000 ) -0.1440 0.1980 -0.1440 0.1260 -0.4500 0.0720 -0.3600 0.7020 -0.8460 0.0000 0.0000 0.0360 0.6300 0.5940 0.2]60 0.5760 -0.7560 0.3780 0.8100 0.0000 ) 0.0000 0.4500 .0.5940 -0.6120 -0.3780 -0.3960 -0.4140 -0.7380 0.7560 0.0000 ~ 0.0000 -0.2340 0.5400 0.5040 0.0720 -0.3060 -0.2520 0.4680 0.8820 0.000 0.A000 -0.0900 0.0360 -0.684.0 -0.1980 -0.7740 D.3960 0.6480 -0.8460 0.0000 ~ 0.0000 0.5580 0.0900 -0.5580 -0..1620 -0.8640 -0.8460 -0.6480 0.8820 0.0000 ~ 0.0000 -0.6300 -0.0900 -0.7560 -0.6460 -0.2160 -0.0720 -0.6840 0.7560 0.0000 0000 0 0 0540 -0.5940 -0.1980 0.1080 -0.5580 -0.5760 -0.6120 0.6660 0.0000 ) . 0. 0G0G . 0.5940 -0.8820 -0.7200 0.1980 0.9000 -0.0540 -0.8640 0.0000 0.0000 ~ 0.0000 -0.4680 0.0180 0.6660 0.5940 -0.3240 -0.0900 -0.5940 0.0000 0.0000 0.0000 -0.4860 -0.2880 -0.8820 0.7740 0.2880 0.6120 0.3600 0.0000 0.0000 , 0.0000 -0.5220 -0.0720 -D.2340 -0.2880 -0.1800 0.3420 -0.7020 0.0000 0.0000 0.000 -0.1080 0.4320 -0.4680 -0.5580 0.2700 -0.0360 -0.8100 0.0000 0.0000 0.0000 -0.5400 -0.0000 0.5400 0.8460 0.6840 0.5760 0.4500 0.0000 0.000 ~ 0.0000 0.0720 0.2340 0.7740 0.0540 0.1080 0.7740 -0.7200 0.0000 0.0000 0.0000 -0.27 0 -0.1620 -0.5220 -0.6300 0.6120 -0.8100 0.6660 0.0000 0.000 0.0000 0.2880 -0.0540 0.2340 0.5220 0.6480 0.1-440 0.0000 0.0000 0.0000 ~ 0.0000 -0.3240 -0.8100 -0.4500 -0.7740 0.2160 -0.3420 0.000 0.0000 0.0000 0.0000 0.4320 -0.6660 0.1620 -0.1440 -0.3780 0.4860 0.G000 0.OOG 0.0000 0.0000 -0.3600 0.4860 -0.3060 -0.3960 0.0540 -0.10t30 0.0000 0.000 0.0000 ~ 0.0000 0.1800 0.7500 0.7020 0.3060 -0.6300 0.0000 0.0000 0.0000 0.0000 ) D.0000 0.0000 -0.0180 0:.0000 0.0000' 0.5040 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 -0.0360 0.0000 0.0000 0.0000 D.000 0.0000 0..0000 0. 00 ~3 0.0000 0.0000 0.1980 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ) 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 D.0000 A.0000 0..00 0.0000 O.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 i 0.0000 G.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ , 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 . 0.0000 0.0000 0.0000 0.0000 0. 00 0.0000 0.0000 0.0000 0. D000 0.0000 •~ 0. 0000 0.0000 0.0000 0.0000 0.0000 D.0000 0.-0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0..0G00 0.DG00 0.00G0 0.0000 0.0000 0.0000 0.0000 J ~ ~
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0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0G00 I 1.0000 1.0000 1.0000 0.9600 0.4800 0.7200 0.2400 0.2800 0.3600 -0.0800 -0.0800 0.1200 -0.9200 -0.7600 -0.8000 -0.6400 -0.8000 -0.7200 -1.0000 50891 8583 ~ -1.0000 1.0000 0.7600 0.5600 0.5600 -0.1200 -0.3600 -0.9200 -0.7600 -0.8800 -0.9600 1.0000 0.8800 0.7200 0.6400 0.0400 -0.3600 -0.2400 -1..0000 -0.9600 -1.0000 1 . 0000 0.7600 0.6400 0.4800 -0.•0400 -0.5200 -0.8400 -0.5200 ' -1.0000 -0.9600 1.0000 0.8400 0.6000 0.2400 0.2000 -0.2400 -0.4000 -0.8400 -0.9200 -1.A000 1 . 0000 0.9200 0.4800 0..3200 0.2000 .-0.5200 -0.4000 -0.8000 -0.6800 0.0000 1.0000 0.8000 0.4800 0.2000 -0.1200 0..0800 -0.8400 -0.4800 -0.8400 0.0000 1.0000 0.8800 0.5200 0.2800 -0.0000 -0.2000 -0.8000 -0.7600 -0.7600 0.0000 1. 0000 0.7600- 0.8800 0.2000 0.3200 -0.5200 -0.72.00 -0.4Q00 -0.8400 0.0000 1.0000 0.7600 0.7600 0.4400 0.4400 -0.1200 -0.4400 -0.9600 -0.7600 0.0000 I.0000 0.$000 0.4800 0.8000 0.6000 -0.0400 -0.5600 -0.6800 -0.9200 0.0000 1.0000 0.9200 0.6400 0.7200 0.5600 -0.5200 -0.9600 -1.0000 -1.0000 0.0000 1. 0G00 0.8400 0.5200 0.5200 -0.1200 0.12.00 -0.9600 -0.6000 -0.9600 0.0000 1..0000 0.8000 0.8000 0.3600 0.2800 -0.4800 -0.2800 -0.8400 -0.8800 0.0000 I . D000 0..7600 1.0000 0.36.00 -0.0800 -0.2800 -0.2000 -0.8800 -0.7200 0.0000 1 . 0000 0.7600 0.5600 0.96.00 0.0400 -0.3200 -0.3600 -0.9600 0.0000 0.0000 I . 0000 0.8000 0.4800 0.2000 0.2400 -0.4800 -0.9600 -0.8800 0.0000 0.0000 0. 0000 0.8400 0.9200 0.4000 -0.0400 -0.1600 -0.9600 -0.9200 .0.0000 0.0000 0.0000 0.9600 0.6000 0.2000 -0.0800 -0.5200 -0.3200 -0.9200 0.0000 0.0000 0.0000 0.7600 0.4800 0.9200 0.0800 -0.2400 -0.3600 -0.9200 0.0000 0.0000 0.0000 0.7600 0.7600 G.5200 0.1600 -0.5200 -0.6000 -0.9200 0.0000 0.0000 0.0000 1.0000 0.5200 0.3200 -0.1200 -0.5200 -0.8800 -0.7200 0.0G00 0.0000 0.0000 0.7600 0.4800 - 0.4000 0.1600 -0.4800 -0.8800 -0.9600 0.0000 0.0000 GGGO 0. 0 7600 4800 0 0 2000 -0.0400 -0.4400 -0.8000 -1.0000 0.0000 0.0000 , 0..0000 . 0.8400 . 0.8400 . 0.5600 -0.1200 0.1600 -0.7600 -0.5600 0.0000 0.0000 ~ 0. 0000 0.9600 0.4800 0.2000 -0.0000 -0.4400 -0.4800 -0.8800 0.0000 0.0000 0.0000 1.0000 0.5200 0..4400 0.4000 -0.4800 -0.9600 0.0000 0.0000 0.0000 0. 0000 0.8800 0.8000 0.4800 -0.0000 -0.3200 -0.4400 0.0000 0.A000 0.0000 ~ 0.0000 0.8000 0.4800 0.2400 0.1200 -0.5200 -0.6400 0.0000 .0.0000 0.0000 0.0000 0.9200 0.6800 0.8400 -0.1600 -0.5200 -0.7200 0.0000 0.0000 0.0000 0..0000 0.7600 0.4800 0.3200 -0.1600 -0.5200 -0.9600 0.0000 0.0000 0.0000 0. O0G0 0.7600 0.4t30G . 0.2400 -0.1ti00 -0.4400 -0.3200 0.0000 0.0000 0.0000 0.0000 0.8800 0.5600 0.2400 0.2400 -0.4000 0.0000 0.0000 0..0000 0.0000 0.0000 0.8000 0.6800 0.6000 -0.1600 -0.2800 0.0000 0.0000 0.0000 0.0000 ) 0. 0G00 0.8400 0.4800 0.2000 0.0800 -0.4000 D.0000 0.0000 0.0000 0.0000 0.0000 0.8000 0.4800 0.2400 0.6400 0.0000 0.•0000 .0.0000 A.0000 0.0000 0.0000 0.9200 0.4800 0.2800 0.2800 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.7600 0.4800 1.0000 0.1200 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.8000 0.6800 0.2000 -0.1600 0.0000 0.0000 0.0000 D.0000 0.0000 0.0000 0..7600 0.6000 0.6800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.5200 0.2800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.G0G0 0.0000 0.6800 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.4800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.5600 0.0000• 0.0000 0.0000 0.•0000 0.0000 0.0000 0.0000 0.OG00 0.0GG0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 •0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 . 0.0000 0.0000 ~ 0.0000 0,0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 4 ~`0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000
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C1U35 a,3 Ds.Vo-o THE COLLAPSE COEFFICIENTS 1R ( 0.1900Z 0.0000>t/ 0. 1700 V 0.2700~/ -0.2500 V--" 0.0300 4/ ~ .~ 50891 8551 -0.3955 -0.3001 -0.2047 -0.1094 -0.0140 0.0814 0.1768 0.2721 0.3675 0.4629 0.9000 10.8640 0.6660 0.5040 -0.8460 0.0360 0.3060 -0.3060 0.1980 0.5400 0.8820 0.8460 0.9000 0.5940 0.3960 -0.6660 -0.360G -0.1800 -0.0180 0.5220 0.9000 0..8820 0.6840 0.9000 -0.8640 -0.8460 -D.2880 -0.0900 0.0180 0.5580 0.8640 0.7560 0.7740 0.81.00 0.4500 -0.6660 -0.0720 0.1260 0.8460 0.5040 .~ 0.8820 0.7740 0.7560 0.4860 0.5040 0.4140 -0.0180 0.3060 0.1260 0.5760 0.8460 0.8280 0.8280 0.5220 0.3240 -0.7560 A.0000 0.6480 0.7380 0.4860 0..0000 0.7920 0.8460 0.7200 -0.8820 0.7020 -0.0900 0.0180 0.6300 0.5940 7 0.0000 0.9000 0.6480 0.6480 0.1980 0.5760 0.1440 -0.1260 0.6120 0.6120 0.0000 0.8100 0.7020 0.6660 0.5940 -0.7020 -0.0540 0.3240 -0.0540 0.4680 0.0000 0.0000 0.6300 0.8640 0.2160 -0.7200 -G.0360 0.1080 0.0720 0.6300 j 0 . 0000 ' 0.0000 0.8820 0.7560 -0.8460 0.1260 -0.1800 0.4680 0.2160 0.4500 0.0000 0.0000 0.6120 0.5760 -0.8460 -0.0180 0.2340 0.5580 -0.0720 0.6480 0.0000 0.0000 0.7920 0.46is0 0.6300 -0.6840 -0.2340 0.1440 0.3960 0.4320 ) 0.0000 0.0000 0.7380 0.7020 0.2340 -0.6840 0.5040 0.2880 0.3780 0.6660 0.0000 0.0000 0.7200 0.7740 0.8640 -0.6660 0.3780 -0.1980 0.7560 0.4140 0..0000 0..G0G0 0.81.00 0.4500 0.8280 -0.6660 -0.5040 0.4500 0.1080 0.6840 ~ 0.0000 0.0000 0.5940 0.6120 -0.9000 -0.0360 -0.3960 -0.0540 0.4140 0.3960 0.0000 0.D000 0.8640 0.54_00 0.3420 -0.8280 0.0180 -0.0360 0.3600 0.7020 0.0000 0.0000 0.6120 0.4320 -0.8460 -0.7740 -0.5220 -0.3240 0.0540 0.3780 j 0.0000 0.0000 0. 740 0.8460 -0.9000 -0.6660 -0.3420 -0.2880 0.1800 0.0000 0.0000 0.0000 0.6300 0.4140 0.9000 -0.7380 0.5580 -0.0000 0.4320 0.0000 0.0000 0.0000 0.7380 0.5580 -0.8640 0.0900 -0.3060 0.2700 0.3420 0.0000 j 0.0000 0.0000 0.8100 0.tl280 0.7920 -0.6d40 -0.1080 0.1620 0.5940 0.0000 0.0000 0..0000 0.8640 0.4320 -0.ti460 -0.6660 -0.4500 0.8640 0.4500 0.0000 0. 0000, 0.0000 0.7920 0.6300 -0.8820 0.4500 -0.4320 0.0900 0.3240 0.0000 ~ 0.0000 0.0000 0.7020 0.4500 0.2520 -0.6840 -0.3240 0.3420 0.8280 0.0000 0.•0000 0..0000 0.6480 0.6840 -0.8640 -0.8640 -0.4860 0.7200 0.6480 0.0000 0.0000 0.0000 0.6840 0.7920 -0.8460 0.3780 -0.2700 0.5760 0.2340 0.0000 ,; 0.0000 0.0000 0.0000 0.5580 0.7560 0.8280 -0.3780 0.1800 0.4680 0.0000 0.0000 0.0000 0.0000 0.7380 0.5400 0.1620 0.1260 0.2520 0.3060 0.0000 0.0000 0.0000 0.0000 0.6840 0.3060 -0.8100 -0.1980 0.7380 0.0360 0.0000 ~ 0.0000 0.0000 0.0000 0.6300 -0.8460 -0.7920 0.0360 -0.1440 0.1440 0.0000 0.0000 0.0000 0.0000 G.54.00 0.6660 0.0000 -0.4680 0.7920 0.7200 0.0000 0.0000 0.0000 0.0000 0.8820 0.0000 0.0000 0.4320 0.8100 -0.0360 0.0000 l 0.0000 0.0000 0.0000 0.•4680 0.0000 0.0000 -0.1260 -0.1620 -0.0900 0.0009 ° 0.0000 0.0000 0.0000 0.7380 0.0000 0.0000 -0.2520 -0.2160 0.4860 0.0000 0. 0G00 0.0000 0.0000 0.7920 0.0000 .0.0000 0.0000 0.2340 0.8640 0.0000 ~ 0.01000 0.0000 0.0000 0.6120 0.0000 0.GG00 0.0000 0.1980 0.5760 0.0000 n:0000 a' 0.0000 0.0000 0.4860 0.0000 0.0000 0.0000 0.2160 -0.0000 0.0000 0.0000 . 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.2700 0.1620 0.0000 ~ 0. G000 f 0.0000 0.G000 0.0000 0.0000 0.0000 0.0000 0.0360 0.2880 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0G00 -0.2340 -0.0000 0.0G00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.2520 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 .0.0000 0.0000 0.4860 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 D.0000 0.0000 0.3600 0.0000 0.0000 0. 0G00 0.0000 0.0000 0.OG00 0.G000 0.0000 0.0000 0.0720 0.0000 0.0000 7 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 J I 1 <y .D
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( E c ( f G c C E C 9i98 T680S aoo-I ooa•o ooVo oao•o ooo•o ooo-o ooo•r oao-o ooo-o ooo•o ooo•o aoa•a aoU•l ooo-o ooo•o ooo-a ooa•a aoo-o ooo•1 ooo•o QUO-o oao•o Uaa•o ooo•o ooo•r S i+ £ Z t S3"19VIaVA 1N3aN3d3aNI M3aM.i39 SNaIIV'I3ab00 do XIBiVW ~ a 3'I9VI2iVA ~
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LOCUS OF STATIONARY POINT X 1 0.45,62 X 2 -0.46 04 ESTIMATED RESPONSE AT STATIONARY POINT = •0.31140 5e891 8618 CANnNICAL FORM OF THE RESP.ONSE FUNCTION Y -YO = ALPHAI*(W1**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2) +ALPHA4*<.W4*.*2) +ALPHA5*(W5**2) -+ALPHA6*(W6**2) -0.31.14 0.14J3 -0.1207 A SADDLE.POINT IS INDICATED TRANSFORMATION FROM ORIGINAL T.0 CANDNICAL VARIABLES •W = MZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX 0.9578 .0.2876 -0.2876 0.9578 i
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES VARIABLE 1 2 3 7 1 1.000 0.000 0.000 2 0.000 1.000 0.000 3 0.000 0.000 1 .000 ! -4 0.000 0.000 0.000 5 0.000 0.000 0.000 ' ? ) t ) J ~ a j ~5. . 4 4 5 0.000 0.000 0.000 0.000 0.000 0.000 1..000 0.000 .0.000 1.000
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MULTIPLE REGRESSI1lN..... CiU35.DAT ) SELECTI(IN.....20 ) ~ VARIABLE MEAN NO. STANDARD CORRELATION DEVIATION X VS Y REGRESSION STD. ERROR COMPUTED COEFFICIENT OF REG,COEF. T VALUE 1 0.00000 0.52222 -0.15210 -0.03262 0.03000 -1.087-42 2 0.00000 A.52223 -0.73282 -0.15717 0.03000 -5.23927 ) 3 0.00000 0.26111 -0.45899 -n.i9688 0.06000 -3.28151 50891 8609 4 0.24999 0.36925 -0.10276 -0.03117 0.04243 -0.73466 5 0.25000 . 0.36927 0.31816 0.09650 0.04242 2.27469 ) DEPENDENT 25 -0.06917 0.11200 ~ INTERCEPT -0.08550 ~ MULTIPLE CORRELATION 0.93948 =~ RESIDUAL STD. DEV. 0.05196 ~ STD. ERROR OF.MEAN 0.01500 ANALYSIS OF VARIANCE FOR THE REGRESSION 7 SOURCE (IF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOM SQUARES SQUARES a ATTRIBUTABLE TO REGRESSION 5 -0.12179 0.02436 9.02293 DEVIATION FROM REGRESSION 6 0.01620 0.00270 TOTAL 11 0.13799 ' ) 1 -0.09786 -0.032 62 2 -0.47150 -0.157 17 3 -0.14765 -0.196 88 +I 4 -0.04675 -0.031 I7 5 0.14475 0.096 50 25 -0.83000 -0.085 50 ~ ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARIATION DEGREES SUM OF F FR OM SQ S MEAN U S F VALUE O EED UARE LINEAR REGRESSION 2 0.07730 ARE SQ 0.03865 13.52327 ) QUADRATIC REGRESSION 3 0.04450 0.01483 5..18979 LACK OF FIT 1 `0.00191 0.00191 0.66768 REPLICATION ERROR 5 0.01429 0.00286 ~ TOTAL 11 0.13799 AVERAGE'OFi.6aCENTER POINTS = -0.08550 J
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1 LOCJS OF STATIONARY POINT X I -0.733.1 X 2 0.066-4 i 50891 8606 ESTIMATED RESPONSE AT STATIONARY POINT = -0.07876 CANONICAL FORM OF THE RESPnNSE FUNCTION Y -YO = ALPHAi*(W1**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2) +ALPH.A4*(W4**2) +ALPHA5*(W5**2) -+ALPHA.6*(W6**2) 0.0788 0.1500 -0.0847 A SADDLE POINT IS INDICATED TRANSF.ORMATION.FROW nRIGINAL TO CANONICAL VARIABLES .W = MZ WHERE 2aX-X0 AND M IS THE Ft)LLOWI.NG MATRIX -0.4775 0.8787 ' 0.8787 -0.4775 , 4 J
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MULTIPLE REGRESSION..... C11J35.DAT " 1 SELECTION ..... 19 1 VARIABLE MEAN STANDARD CORRELATION REGRESSION STD. ERROR COMPUTED 50891 8613 ~ NO. DEVIATION X VS Y COEFFICIENT OF REG,Ct)EF. T VALUE 1 0,00000 0.52222 0.19637 0.05370 .0.08172 0.65710 2 0.00000 0.52223 -0.59368 0.16233 0.(18171 1.98663 ~ 3 0.00000 0..26111 0.17103 0.09353 0.16343 0.57231 4 0.24999 0.36925 0.09525 0.03684 0.11557 0.31874 5 0.25000 0.36927 0.18662 0.07217 0.11556 0.62450 ~ DEPENDENT 24 -0.15742 n.14280 INTERCEPT -0.18467 MULTIPLE CORRELATION 0. 68130 RESIDUAL STD. DEV. 0.1d153 STD. ERROR OF MEAN 0.04086 ? ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES OF FREEDOM SUM OF SQUARES MEAN SQUARES F VALUE ATTRIBUTABLE TO REGRESSION 5 0.10411 0.02082 1.03953 DEVIATION FROM REGRESSION 6 0.12019 0.02003 ) TOTAL il 0.2243n 1 0.16108 0.05370 2 0.48700 0.1.6233 3 0.07r)15 0.09353 ~ 4 0.05525 0.03684 5 0.10825 0.07217 24 -1.88900 -0.18467 J ANALYSIS OF VARIANCE FOR THE REGRESSION ~ SOURCE OF VARLATION DEGREES SUM OF OF FREEDOM SQUARES MEAN SQUARES F VALUE LINEAR REGRESSION 2 0.08771 0.04385 2.71846 ) QUADRATIC REGRESSION 3 0.01641 0.00547 0.33905 LACK OF FIT I 0.03953 0.03953 2.45038 REPLICATION ERROR 5 0.08066 0.01613 TOTAL 11 0.22430 ~ AVERAGE-OF,_ 6,CENTER POINTS = -0.18467 ~ . `>~
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MULTIPLE REGRESSION..... CIU35.DAT SELECTION ..... 16 TABLE OF RESIDUALS CASE NO. .I 2 Y VALUE 0.24.600 0.15500 Y ESTIMATE 0.28467 0.11633 RESIDUAL -O.D3867 0.03867 50891 8623 3 0.06700 0.10587 -0.03867 4 0.39000 0.35133 0.,03867 5 0.35500 0.39367 -0.03867 6 0.35500 0.31633 0.03867 7 0.33900 o.28617 0.05283 8 0.21300 0.28617 -0.07317 9 0.48300 0.286.17 0.19683 10 0.32100 0.2861.7 0.03483 11 0.16700 0.28617 -0.11917 12 0.19400 ..0.28617 -0.09217 ~
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MULTIPLE REGRESSION.....CiD35.DAT I SELECTION..... 17 I .TASLE 11.F RESIDUALS ~ CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 0.03300 0.02900 0.00400 2 0.29300 0.29700 -0.00400 ~ 3 0.33300 .0.32900 0.00400 4 0.33900 .0.34300 -~0.00400 5 D.53200 0.5•2800 0.00400 ) 6 0.24200 0.24600 -0.00-400 7 0.35500 0.28500 0.07000 8 0.08200 0.28500 -0.20300 ~ 9 0.43100 0.28500 .0.1•4600 10 0.28600 0.28500 0.00100 ~ 11 0.25000 • 0.28500 -o.o35oo ~" 12 0.30600 0..28500 0.02100 D 50891 8619 7 1 wb J
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MATRIX OF CORRELATIONS BETWF.EN INDFPENDENT VARIABLES VARIABLE 1 2 3 .4 5 ~ I i.DOO 0.A00 0.000 0.000 0.000 2 o.ooo J ono o.ooo o.ooo o.Ono 3 0.000 0.000 1.000 0.000 0.000 ~ 4 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 ) ) _j } 50891 8624 j J
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0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.OG00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ) 1.0000 0.8000 0.4400 0.1600 0.1200 -0.2800 -0.5600 -0.8400 -0.7600 -1.0000 9 1.0000 0.8000 0.5600 0.2400 -0.1600 0.1600 -0.4400 -0.8000 -0.9200 -1.0000 1.0000 0.8400 0.4800 0.4400 -0.1600 -0.48G0 -0.1000 -0.5200 -1.0000 -0.9600 1.0000 0.7200 0.5200 0.2000 0.0400 -0.32A0 -0.8000 -0.4400 • -0.9200 -1.0000 ~ 1.0000 0.7200 0.5200 0.1600 0.44G0 -0.4800 -0.72.00 -0.7200 -1..0000 -0.9600 1.A000 0.7200 '0.6400 0.6000 0.4000 -0.2000 -0.6000 -0.3600 -0.8400 -1.0000 1.0000, 0.8400 0.4400 0.24,00 -0.0400 -0.3600 -0.8000 -0.8800 -0.6800 0.G000 ~ 1..0000, 0.7600 0.5600 0.3200 -0.1200 -0.44.00 -0.7600 -0..7600 -0.8800 0.0000 1..0000 0.7200 0.4800 0.4800 0.0800 -0.3600 -0.5200 -1.0000 -0.9600 0.0000 1.0000 0.9200 0.4400 0.2000 -0.0000 0.0400 -0.4800 -0.6400 -0.8800 0.0000 ) 1.0000 0.7200 0.9600 0.6800 -0.0000 -0.2400 -0.2800 -0.5600 -0.9600 0.0000 1..0000 0.7o00 0.7200 0.7200 0.5200 -0.0000 .-0.08A0 -0.9600 -0.7200 0.0000 1.0000 0.7200 0.0000 0.2800 0.3200 -0.0000 -0.2000 -0.6000 -0.8000 0.0000 ~ 1'0000 0.9600 0.4400 0.6400 -0.0800 -0..32D0 -0.6400 -0.9600 -0.9600 0.0000 1..0000 0.7600 0.4400 0.1600 -0.0400 -0.48.00 -0.7600 -0.6400 -0.9600 0.0000 0.0000 0.7200 0.7000 0.4400 -0.1200 -0.1600 -0.4000 -1.0000 -0.8000 0.0000 '~ 0.0000 0.8800 0.7200 0.4000 -0.0800 -0.4000 -0.7200 -0.7600 -0.88G0 0.0000 0.0000 0.7600 0.6800 0.3600 -0.1600 -0.4400 -0.8000 -0.9200 -0.7200 0.0000 0.0000 0.7200 0.4400 0.48.00 -0.16.00 .-0.0400 -0.64.00 -0.7200 -1.0000 0.0000 ~ G.A000 0.96G0 0.4400 0.3600 -0.1600 0.08G0 -0.2800 -0.8800 -0.6800 0.0000 0.0000 1.0000 0.4400 0.56A0 0.3600 -0.4800 -0.8400 -0.8400 -0.9200 0.0000 0.0000 0.7200 0.6600 0.1600 -0.1600 -0.2800 -0.6000 -0.9200 -1.0000 0.0000 ~ 0.0000 1.0000 1.0000 0.5200 -0.1200 0.2400 -0.8400 -0.6000 0.0000 0.0000 O..G0G0 0.8t300 0.4400 0.5200 0.1600 -0.4400 -0.8400 . -0.9200 0.0000 0.0000 0.0000 0.8800 0.4800 0.7200 0.3600 -0.4000 -0.4400 -1.0000 0.0000 0.0000 ) 0.0000 0.9200 0.4400 0.1600 -0.1200 -0.4800 -0.6800• -0.8000 0.0000 0.0000 0.0000 0.7200 0.6000 0.2800 0.0400 -0.4000 -0.8400 -0.6800 0.0000 0.0000 0.0000 0.9200 0.4400 0.4000 0.4400 -0.0400 -0.4800 -0.9200 0.OOG0 0.0000 ~ 0.0000 0.7200 0.4800 0.6400 -0.1600 -0.4800 -0.2400 -0.8000 0.0000. 0.0000 0.0000 0.7600 0.4400 0.3200 0.1200 -0.1200 -0.3200 -0.6800 0.0000 0.0000 0.0G00 0.8GG0 0.4400 0.2000 0.0800 -0.0800 -0.8000 0.0000 0.0000 0.0000 ~ 0.0000 0.8000 0.9200 0.2800 0.2800 -0.4400 -0.7600 0.0000 0.00G0 0.0000 0.0000 0.8800 0.7600 0.1600 -0.1600 -0.4000 -0.5600 0.0000 0.0000 0.0000 0.0000 0.8000 0.6400 0.2000 -0.0800 -0.4800 -0.8400 0.0000 0.0000 0.0000 ~ 0.00G0' 0.7600 0.8800 0.5600 -0.0800 -0.2000 O.A00G 0.0000 0.00G0 0.0000 0.0000 0.0000 0.4400 0.0000 0.0000 -0.2400 0.0000 0.0000 . 0.0000 0.0000 0.0000 0.0000 0.4400 0«0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0..0000 0.0000 0.4800 0..0000 0.0000 0.0000 .0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0GG0 0.0000 0.0000 0.0000 0.0OG0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ] 0.0000 0.0000 D.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000' 0.0000 0.0000 0..0GOG 0.0000 0.0000 0..0G00 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 G.-0G,00 i- 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 , 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 3 ? 50891 8544 1 1 ) ~ ~
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,JLTIPLE REGRESSIoN..... CiU35.DAT SELECTION ..... 22 'ARIABLE MEAN STANDARD CORRELATION No. DEVIATION X VS Y REGRESSION STD. ERROR COMPUTED COEFFICIENT OF REG,CnEF. T VALUE 1 0.00000 0.52222 -0.08981 -0.02454 0.08077 -0.30380 2_•, 0.00000 0.52223 0.67040 0.183]7 0.08077 2.26779 3 0.00000 0.26111 -0.06445 -0.03522 0.16154 -0.21802 ~ 4 0.24999 0.36925 -0.10827 -0.04184 0.11423 -0.36624 50891 8601 5 0.25000 0.36927 0..04788 0.01850 0.11•422 0.16196 IEPENDENT 27. 0.29017 0.14269 INTERCEPT 0.29600 HULTIPLE CORRELATION 0.68968 RESIDUAL STD. DEV. 0.13990 STD. ERROR.OF MEAN 0.04038 ANALYSIS OF VARIANCE FOR THE REGRESSION ScwRCE OF VARIATION DEGREES SUM OF MEAN F VALUE OF FREEDOA( SQUARES SQUARES ATTRIBIJTABLE TO REGRESSION 5 0.10653 0.02131 1.08861 DEVIATION FROM REGRESSION 6• 0.11742 0.01957 TOTAL 11 0.22395 1 -0.07361 -0.02454 2 0.54950 0.18317 3 -0.02641 -0.03522 -4 -0.06275 -0.04184 5 0.02775 0.0.1850 27 3.48200 0.29600 LYS N F V R A A IS O A IANCE FOR THE REGRESSION SOURCE OF VARIATION DEGREES SUM OF OF FREEDOM SQU S R MEAN F VALUE A E LINEAR REGRESSION 2 0.10246 SQUARES 0.05123 2.57443 QUADRATIC REGRESSION 3 0.00407 0.00136 0.06816 LACK OF FIT I 0.01793 0.01793 0.90109 REPLICATION ERROR 5 0.09949 0.01990 TOTAL . 11 0.22395 AVERAGE OF ~CENiIER POINTS = 0.29600 . i ~J- J
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c t Q t. r- C ell t . C 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 * 0010,01! o 0000•0 0000•0 0000•0 0000•0 0000•0 0000'0 0000•0 0000•0 0000•0 0000 •0 000010 000010 00001 0 000010 000010 0000•0 0000•0 000010 0000•0 • 00000 ~ 0000•0 0000-0 0000•0 0000'0 0000•0 0000•0 0000•0 0000•0 0000-0 0000•0 9000•0 0000'0 0000•0 0000'0 0ob0'0- 00R0'0- 0095•0- 00ZL'0- 0000-0 0000•0 0000'0 0000'0 0000•0 0000•0 00Z1•0- 00Z1'0- 0095'0- 00t?o'0- 0000'0 0000•0 ~ 0000'0 0000•0 0000•0 0000•0 0000•0- 009E'0- 0009'0- 0008'0- 0,000,10 0000•0 0000'0 0000'0 0000'0 0000•0 0040•0- 00Z£'0- o0Z£•0- 0009•0- 0000•0 0000•0 0000'0 0000'0 0000'0 0000'0 000t•0 000Z'0- 0009•0- 00R9'0- 0000'0 0000•0 ~ 0000'0 0000•0 0000•0 00ZI•0 00Z1•0- 009£'0- 008ti'0- 00ZL'0- 0000'0 000'0'•0 0000'0 0000"0 0000•0 00bZ'O OOZI'0- OOZE•0- 0009'0- 009L•0- 0000'0 0000•0 0000'0 0000'0 0000'0 0091•0 0080'0- 008Z'0- 0095•0- ®0b8•0- 0000•0 0000'0 ~ 0000'0 00'J0-0 0000'0 00tlZ•0 0080'0- 009E'0- 00R'4•0- 00't48•0- 0000'0 0000'0 0000'-0 0000•0 0089•0 OOt?9•0 00A0-0 000Z'0- 00Z5'0- 009L'O- 0000`•0 ,0000•0 0000'O 0000'0 0004'0 00Z1•0 0040•0- 004Z'0- 0009'0- 00v9'0- 0000'0 0000•0 ~. 0000•0 0000'0 0084•0 OOR4•0 o0R0•0- 00AZ'0- 00qE'0- 0008-0- 0000•0 0000•0 0000'0 0000'0 0004•0 00Zt'0 00Z1•0- 0'JbZ•0- 00ZS'0- 0089•0- 0000'•0 0000•0 0000•0 0000'0 OOtb4•0 . 0091•0 OOZI'0- 00oZ'0- 0009•0- 00ti8-0- 0000'0 0000"0 ~ 0000•0 0000'0 0095'0 00oZ•0 00Z1'0- 0040'0- 008ti•0- o0b8'0- 0000'0 0000•0 0000'0 0000'0 0089'0 00Z£•0 0080•0- OOZE•0- 0095•0- 000R'0- 0000'0 0000'0 0000-0 0000•0 0004'0 000ti•0 OOZI'0- 0091'0- 0004'0- 000R•0- 0000'0 0000•0 C 0000'0 0000•0 0096'0 00R9'0 O00Z•0 009£'0- 008b'0- 00ZL•0- 0000•0 0000'0 .0000-0 0000'0 004t••0 000Z•0 000Z•O 009£•0- 0009•0- 009L•0- 0000•0 0000'0 0000-0 0000'0 00Z6'0 00Zt•0 OOb0•0 00Z£"0- 0095•0- 00'49•0- 0000'0 0000'0 C. 0000-0 0000•0 000t4'0 OOZ£•0 00t60-0- 009E'0- 00Z5'0- 000R'0- 0000'0 0000'0 0000'0 0000'0 00Z5•0 0oZ1'0 0000•0- 00DZ•0- o0Z5•0- 0089•0- 0000'0 0000•0 000010 0048-0 000b-0 0091'0 000010- 008Z'0- 00Vi7 '0- 00ZL'0- 0000'0 000010 ~ 0000•0 oOZL•0 0089•0 00Z1'0 0090•0- 008Z-0- 0009•0- OObR'0- 0000•0 0000•0 0000'0 OoZL•0 00ZS'0 00ZI•0 OOZI'0- 0040•0- 0009'0- OObB•0- 0000'•0 0000•0 0000-0 0008'0 0095•0 0091'0 oOZt-0- 009E•0- 0044'0- 0009'0- 0000'0 0000"0 f 0000•0 0099-0 0008•0 009E'0 0040-0- 00ZE•0- 0009•0- 009L-0- 0000•l- 0000•0 0000•0 0099•0 0000•l 0009•0 OOZE•0 009E"0- 0044•0- 00b8•0- OOti8•0- 0000'0 0000•O 009L•0 oOR4'O 00Z5•0 0090'0- OOZ£•0- 0095'0- OOVB'0= OOZ6•0- 0000'0 C 0000'0 0089•0 0048'0 oOZI'0 00'40•0 009E'0- 0009'0- 00ti9•0- 0088'0- 00-00•0 ~ 0000'0 00ZL'0 0004•0 0ot?4•0 0040'0- 009£•0- o0t~ti•0- OOt?A•0- 0096'0- 0000'0 0000•0 0089'0 0004•0 00Zt•0 00Zt'0- 009t'0- 0095'0- oOtiR•0- OOAR•0- 0000"0 ( 0000•0 00Z6•0 00Z5'O 00Z1'0 OoZI'0- OObZ•0- 000v•0- 0089•0- 00Z6•0- 0000•0 0000•0 OOZL'0 0044•0 0095'0 0000•0- OOZE•0- 009£'0- OObB'0- 0088•0- 0000'0 0000•O 009L'0 00b9•0 000Z•0 000~0'0- 008Z'0- 0009'0- 00t+8•0- 0048•0- 0000•0 4 0000-0 OOA9-0 •00t+t? •0 0091'0 00RZ'0 0000'0- OOZ£•0- OOf7B•0- 0000'l- 0000'•0 0000-0 0099-0 0009'0 004Z'0 0080•0- OORZ"0- 0095'0- 00'48•0- 0049•0- 0000•'0 0000'l 0089'0 009L'0 oOZt•0 0091'0 0O0Z•0- 0009'0- 0008'0- OOZ6•0- 0000'0 "{. 0000•1 0088'0 000t+•0 OOZL'0 00R0'0 OOZ£'0- 0009'0- OOZL'0- 0088'0- 0000•0 0000'l 0000'I OOOti'0 OOVZ'0 OOt+O•0- 0090"0- 008V•0- 00t~R•0- 0000"t- 0000'0 0000'f 00R9•0 00ZL'O OOOZ•O 004Z•0 009E•0- 0095'0- oObR'0- OoZ6•0- 0000•I- 0000'I 0099'0 0084'0 00Z1'0 0080•0- 009E'0- 0009•0- 009L•0- 0000•1- 0000'l- 0000'l 00R9'0 00tpb•0 009t'0 00Z1•0- 000Z•0- OOZS•0- 0008'0- 0006'0- 0000•I- 0000•I 0089'0 000b'0 008Z'0 OOZI•0- OOZI•0- 0094•0- 00'79•0- 0000't- 0000'l- ~: Z9S8 16809 0000't 0089'0 o0P8•0 00Z1'0 00Zt•0 OOt+Z•O- oOZS'0- OObR•0- 0006'0- 0040•t= 0000'0 0000'0 0000'0 0000'0 0000'0 0000•0 0000'0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0 0000•0
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MULTIPLE REGRESSION..... C1U35.DAT SELECTION ..... 24 l VARIABLE NO. MEAN STANDARD DEVIATION CORRELATION X vS Y REGRESSION COEFFICI!ENT STD. ERROR OF REG COEF. COMPUTED T VALUE 1 0.00000 0.52222 0.05479 0.49365 , .1.b5129 0.29895 50891 8593 2 0.00000 0.52223 -0..77013 -6.93833 1.6512d -d.2Q190 3 0.00000 0.2.6111 -0.01955 -0.35219 3.30257 -0.10664 4 0.24999 0.36925 q,44816 5.71()34 2.33534 2.44518 5 0.25000 0.36927 -0.03349 -0.42667 2.33520 -0.18271 DEPENDENT 29 63.94250 4.70496 ~ INTERCEPT 62.62167 MULTIPLE CORRELATION 0.89356 RESIDUAL STD. DEV. 2.86003 STD. ERROR OF MEAN 0.82562 ANALYSIS OF VARIANCE FOR THE REGRESSION SOURCE t)F VARIATION DEGREES SUM OF, OF FREEDOM SQUA S IMEAN ' F VALUE RE ATTRIBUTABLE TO REGRESSION 5 194.42467 SiQUA R ES 38.88493 4.75380 DEVIATION FROM REGRESSION 6 49.07855 8.17976 TOTAL il 2d3.50322 i 1.48086 0.49365 2 -20.81500 -6.93833 3 -0.26-413 -0.35219 4 8.56449 5.7.1034 5 -0.64000 -0.42667 29 767.31001 62.62167 ANALYSIS OF VARIANCE FOR THE REGRESSIO N ) SOURCE OF VARIATION DEGREES SUM OF AtEAN F VALUE OF FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 145.15243 72.57621 7.a1519 ~ QUADRATIC REGRESSION 3 49.27222 I16.42407 1.67807 LACK OF FIT i 0.14108 ().14.108 0.01441_ REPLICATION ERROR 5 d8.93750 1 9.78750 ~ TOTAL 11 243.50322 AVERAGE 6F ~8 CENTER POINTS = 62.62167 i D i ) J ~
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16 MTHR7 C1U35 ) THE C0ILAYSE COEFFICIENTS ARE( 0.4600 0.0500 -0.1200 0.07 0 0.0700 0.0200 ) 50891 8554 ~ I -" 0.3087 0.3494 0..39.00 0.43•07 0.4714 0.5120 0.5527 0.5934 0.6340 0.6747 -0.9000 -0.5760 -0.3960 -0.1080 0.6300 0.5760 -0.1800 0.4140 -0.7200 -0.9000 } -0.8100 -0.8640 -0.7560 0.09"00 -0.7920 0.7200 0.1440 0.0180 -0.6480 -0.8820 -O.d280 -0.1260 0.0900 -0.2340 0.5760 0.0360 -0.7020 -0.7200 -0.7920 -0.6640 -0.8620 -0.8460 -0.1080 0.2880 0.0360 0.5220 0.5940 0.6840 -0.5760 -0.d460 ~ -0.8460 -0.4140 0.1620 0.0360 0.2340 0.7920 0.7380 0.2340 -0.8640 -0.9000 ' -0.8640 -0.2160 -0.1800 -0.63D0 0.18.00 -0.8460 0.6300 -0.3420 0.9000 -0.8280 0.0000 -0.2700 -0.0180 -0.8100 -0.5040 -0.6480 0.4500 0.2160 0.8460 0.0000 ~ 0.0000 -0.5940 -0.2520 0.2340 -0.0900 -0.5220 -0.5040 0.0360 0.8640 0.0000 0.0000 -0.5580 .0.1440 0.4140 -0.6660 0.7560 0.5040 -0.0000 -0.5580 0.0000 0.0000 0.0000 -0.0540 -0.6480 0.6480 -0.7560 0.8460 0.5760 0.8820 0.0000 ) 0."0GG0 0.0000 -0.4140 -0.2520 0.6120 -0.3420 -0.3780 0.9000 -0.8460 0.0000 0.0000 0.0000 -0.7740 0.4320 0.4320 0.2520 -0.8640 -0.4500 -0.6300 0.0000 0.0000 0.0000 0.0540 -0.0180 -0.9000 0.7740 0.1620 -0.2160 -0.7740 0.0000 ~ 0.0000 0.0000 -0.7380 0.4500 -0.1080 -0.3600 -0.6120 0.5040 -0.7380 0.0000 0.•GOGG 0.0000 -0.2700 -0.6120 -0.4660 0.4140 0.9000 0.7920 -0.7020 0.0000 0.0000 0.0000 -.0.3780 -0.2160 0.3780 0.3240 -Q.1620 0.2520 -0.6660 0.0000 ~ 0.0000 0.0000 0.0180 -0.0360 0.6660 0.1620 0.2880 0.1980 0.0000 0.0000 1 0.0000 0.0000 0.0000 -0.7920 0.1260 0.8460 0.8640 -0.1980 0.0000 0.0000 0.0000 0.0000 0.0000 0.1260 0.1080 0.0180 -0.1980 0.6280 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.27,00 0.4140 0.8460 -0.7920 0.0540 0.0000 0.0000 0.0000 0.0000 0.0000 0.4680 -0.5220 0.3780 0.3060 -0.7920 0.0000 0.0000 0.0000 0.0000 .0.0000 0.3060 -0.0720 0.1800 0.1260 0.1800 0.00G0 0.0000 } 0.0000 0.0000 0.00D0 0.1800 0.2700 0.8280 0.5580 0.6300 0.0000 0.0000 0.0000 0.0000 0.0000 -0.2700 0.5580 0.0540 0.3780 -0.5580 0.A0G0 0.0000 0.0000 0.0000 0.0000 -0.1260 -0.6840 0.4860 -0.3600 -0.0180 0.0000 0.0000 } 0.000G 0.0000 0.00A0 0.1980 0.3240 0.8100 0.6640 0.7200- 0.0000 0.0000 0.0000 0.0000 0.0000 -0.6660 -0.1260 -0.3240 0.7200 0.0720 0.0000 0.0000 0.0000 G.0000 0.0000 -G.•0900 -0.4680 0.8280 0.3960 -0.8640 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.3960 0.0000 0.45.00 0.0000 0.0000 0.0000 0.0000 0.0000 G.0000 0.0000 0.0000 0.0000 0.7020 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.5940 0.0000 0.0000 0.0000 0.0000 ~ O.OGOG G.GOOG 0.0000 O.OGOG 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 G.OGGG 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 } 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.OG00 0.0000 0.0000 0:0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0..0000 0..00G0 0.0000 0.0000 0.0000 0.0000 0.0000 ~ .0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 i 12.0000 " G.00GG 0.0000 0.000G 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.C1000 + ' 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.OG00 0.0000 0.0000 0.000G 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00001 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.G000 0.0000 0.0000 0,GG00 0.0000 0.0000 0.00G0 0.0000 0.0000 j 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0G00 0.0000 0.0000 0.0000 0.0GG0 0.0000 0.0000 0.0000 0.0000 0.0000 ~
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MULTIPLE REGRESSIoN.....C1U35.DAT ~ SELECTION.....15 TABLE DF RESIDUALS CASE NO. Y VALUE Y ESTIMtATE RESIDUAL 1 0.11500 D.06017 0.05483 2- -0.03400 0.02083 -0.05483 3 0.00000 -0.05483 0.05483 4 -0.03400 0.02083 -0.05483 5 0.08100 0.02617 0.,05483 6 -0.06500 -0.01017 -0.05483 7 0.11300 0.05567 0.05733 8 0.09800 o.o5567 0..04233 9 . 0.06900 0.05567 0.01333 10 0.07100 0.055,67 A.01533 I1 -,0:03300 o.o5567 -0.08867 12 0.01600 0.05567 -0.03967
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I MATRIX OF CORRELATIONS BETIVEEN INDFPENDENT VARIABLES 50891 8628 VARIABLE 1 2 3 4 5 "~ 1 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 A.000 0.000 3 0.000 0.000 1.000 0.000 0.0n0 ) .4 0.000 0.000 0.000 1.000 0.000 5 0.D00 0.000 0.000 0.000 1.000 ) ) D A J ,
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14 kC00L C1U35 / / ~ } TrIE COLLAPSE COEhF1CIE14TS ARE( 4.2tT00 0.1000 -0.3200 -0.3200 0.3200 -0.0200 ) 50891 8566 I 3.9201 4.0702 4.2204 4.3705 4.5206 4.6707 4.8208 4.9710 .5.1211 5.2712 0..2700 -0.4140 -0.2340 -0.3780 0.2340 0.2160 0.6660 0.6300 .0.8640 0.9000 ~ 0.2340 -0.0540 -0.1080 -0.09.00 0.1080 0.3420 0.7200 0.9000 0.7740 0.8820 0.2520 -0.3060 .G.4860 0.8280 0.2700 0.4500 0.3960 0.7740 0.7920 0.9000 0.2160 0.1980 -0.6120 -0.6840 -0.0360 0.7200 0.6120 0.7020 0.7560 0.8640 ) 0.2880 0.8100 0.1440 D.2520 -0.0900 0.3960 .0.7740 0.8460 0.8820 0.8820 0.1980 -0.1620 -0.7020 -0.4680 -0.1080 0.8820 0.8640 0.7200 0.8460 0.8460 0.30o0 0.3420 -0.5040 -0.6300 0.0540 0.2880 0.5400 0.6120 0.8100 0.0000 ~ 0.1800 -0.2700 0.3600 -0.7560 0.1440 0.5940 ' 0.4680 0.648'0 0.0000 0.0000 0.3240 -0.2160 -0.3420 -0.1440 0.0180 0.5400 0.4860 0.8280 0.0000 0.0000 0.1620 0.18.00 -0.2160 -0.90D0 0.5-400 0.6300 0.5580 0.7920 0.0000 0.0000 ~ 0.3420 -0.0360 -0.1260 0.1.980 0.5760 0.5040 0.4140 0.6840 0.0000 O.G000 0.1440 0.5220 -0.0900 -0.1980 0.5040 0.7560 0.8280 0.8820 0.0000 0.0000 0.3600 -0.4320 -0.7200 -0.7920 0.6120 0.8460 0.8100 0.5940 0.0000 0.0000 ~ 0.1260 -0.3420 -0.2520 -0.6480 0.3060 0.2700 0.5940 0.7560 0.0000 0.0000 0.3780 -0.0720 -0.6840 -0.3060 0.1980 0.1980 0.4500 0.5760 0.0000 0.0000 0.1080 0.4320 0.0540 0.1080 0.4680 0.6840 0.7560 0.7380 0.00G0 0.0000 ) 0.3900 -0.3960 -0.1980 -0.8640 0.6480 0.2340 0.6480 0.6660 0.0000 0.0000 0.0900 0.2160 -0.5220 -0«82t30 -0.0540 0.4860 0.5040 0.8o40 D.0000 0.0G00 0.4140 0.6120 -0.3960 -0.4500 -0.0000 0.1620 0.5220 0.8100 0.0000 0.0000 j 0.0720 -0.3600 -0.1440 -0.7740 0.4320 0.3600 0.6840 0.81G0 0.0000 0.0000 0.4320 0.1620 -0'.6480 -0.0360 0.6d40 0.8100 0.7020 0.6660 0.0000 0.0000 0.0540 0.4500 -0.1800 -0.8460 -0.1440 0.3240 0.9000 0.0000 0.0000 0.0000 ~ 0.0360 0.6840 0.0360 -0.8100 0.0720 0.7920 0.6300 0.0000 0.0000 0.0000 0.0000 -0.1440 -0.1620 0.7380 0.3960 0.4140 0.4320 0.0000 0.0000 0.0000 0.0000 0.3240 0.2160 0.0000 0.3420 0.6660 " 0.8820 0.0000 O OOGO 0 0000 ~ O..co00' -0.0180 -0.5940 O.OG00 0.7200 0.5580 0.7380 0.0000 . 0.0000 . 0.0000 0.0000 0.7380 -0.4500 0.0000 0.1800 0.3060 0.5760 0.0000 0.0000 0.0000 0.0000 -0.2340 -0.4680 0.0000 0.8820 0.4320 0.4320 0.0000 0.0000 0.0000 ~ 0.0000 0.1440 0.2880 0.0000 -0.1260 0.1800 0.7920 0.0000 0.0000 0.0000 0..0000 0.5940 -0.3600 0.0000 0.36G0 0.3780 0.5760 0.0000 0.0000 0.0000 0.0000 0.8820 -0.0720 0.0000 0.0900 0.5760 0.8460 0.0000 0.0000 0.0000 ) 0.0000 -0.0000 0.5400 0.0000 0.1620 0.6480 0.4500 0.0000 0.0000 0.0000 0.0000 0.5400 -0.2700 0.0000 0.7560 0.4680 0.5040 0 OG00 G OOGO 0 0000 0.0000 -0.090G -0.6300 0.0000 -0.0720 0.2520 0.5220 . 0.0000 . 0.0000 . 0.0000 ~ 0.0000 0.7560 0.4320 0.0000 0.3780 0.7740 0.6300 0.0000 0.0000 0.000(Y 0.0000. -0.1800 -0.4140 0.0000 -0.0180 0.1800 0.8460 0.0000 0.0000 0.0000 0..0000 0.3600 0.0000 0.0000 0.8460 0.2520 0.4140 0.0000 0.0000 0.0000 ~ 0.0000 0.6660 0.0000 0.0000 0.3240 0.8280 0.7920 0.0000 0.0000 0.0000 0.-0O~Q c -0.2520 0.0000 0.00A0 0.7920 0.7020 0.3780 0.0000 0 0000 0 0000 0.0000 : 0.2340 0.0000 0.0000 0.4140 0.5220 0.6480 0.0000 . 0.0000 . 0.0000 ~ B.0G00 i 0.1260 O.GG00 0.0000 -0.1260 0.5220 0.0000 0.0000 0.0000 0.0000 0.0000 0.018Q 0.0000 0.0000 0.8100 0 0000 0000 0 0 0000 0 0000 0 0000 0.0000 0.8640 0.0000 0.0000 -0.0720 . 0.0000 . 0.0000 . 0.0000 . 0.0000 . 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0GG0 O.00G0 0. GG00 0.0000 0.00cG 0.0000 0.0000 0.0000 0.0000 0.0000 0 0000 0 0000 0. G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 . 0.0000 . 0.0000 ~ 0.0000 0.0000 G.GGGO 0.0000 0.0000 0.0000 0.0000 0.0000 O.OOCO 0.0000 i
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) ) LOCUS OF STATIONARY POINT X 1 3.9443 X 2 -3.6807 ESTIMATED RESPONSE AT STATIONARY POINT = -0.37753 CANONICAL FOR1A OF THE RESPONSE FUNCTIAN Y -YO= -ALPHAI*(WJ**2) -+ALPHA2*(W2**2) -+ALPHA3*(W3*.*2) 0.3775 0.•1045 - .0.0045 „ A MINIMUM IS INDICATED TRANSFORMATION FROM ORIGINAL-TO CANONICAL VARIABLES W a MZ YJHERE Z=X~-XO AND M IS THE FOLLOWING MATRIX 0.5686 0.8226 0.8226 -0.5686 +ALPHA4*{W4**2)- +ALPHA5*(W5**2)-- +ALPHA6*(W6**2) 50891 g610 I ) >
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LO CUS OF STATIONARY POINT ) X 1 2.2015 X 2 5.341-4 50891 8626 °) ESTIMATED RESPUNSE AT STATIONARY POINT = 0.09230 " CANONICAL FORM OF THE RESPONSE FUNCTION j Y -YD = ALPHAI*(W1**2)' +ALPHA2*(W2**2) +ALPHA3*(W3**2) +ALPHA4*(W4**2) +ALPHA5*(W5**2) +ALPHA6*(W6**2) -0.0923 -0.0011 -0.0893 ' A MAXIMUM IS LNDICATED D 7 ) 3 TR1lNSFORMATIUN FROM ORIGINAL TO CANONICAL VARIABLES W= b1Z WHERE Z=X-XO AND M IS THE FDLLOWING MATRIX 0.3999 0.9166 0.9.166 -0.3999 J
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30 MlNRM CiU35 "l THt CUI,LANSt COEFF1CItNTS ARc( 60.. 3200 0 .620 ~ ~ 54.2025 56.4004 58.5982 60.7961 62.9939 -0.1800 -0.4320 --D..3960 0.6300 0.5580 ) -0.1440 -0.2700 -0.8640 0.3780 0.2520 -0.1620 0.4140 -0.2160 -0.7020 0.6120 -0.1260 0.0360 -0.3240 -0.6660 -0.2700 ~ -0.1980 -0.3600 -0.7740 0.4500 -0.1620 ~ -0.21 60 0.3600 0.2700 0.7200 0.6840 .0.0000 -0.5400 0.1620 -0.6300 0.8280 7 0.0000 -0.4860 0.5400 0.2880 0.1620 0..0000 0.1800 0.0540 0.1440 -0.5580 0.0000 0.0180 0.5220 -0.7380 -0.8100 ~ 0.0000 0.1080 -0.5040 -0.2160 -0.9000 0.0000 -0.6660 0.0720 0.6480 -0.4680 0.000G 0.2700 0.6480 0.4140 -0.4140 ~ 0.0000 0.1260 -0.5940 0.7380 0.8820 0.G00G -0.2520 0.2160 0.5400 0.8100 0.0000 -0.7020 -0.5580 -0.4500 0.7020 ) D.0000 0.3060 -0.45G0 0.7020 0.3240 0.0000 0.2160 0.4500 0.7920 0.1440 0.00.00 -0.5760 0.4140 -0.8280 0.4140 ~ 0.0000 -0.o300 -0.2340 0.6660 -0.3420 0.0000 -0.2880 -0.1980 -0.3240 0.3780 0.0000 0.2340 0.4680 0.4860 -0.1800 ~ 0.0000 0.0540 -0.8100 0.2160 0.7920 0.0000 -0.3/80 0.5580 -0.2340 0.7200 0.0000 -0.7380 0.3600 0.6840 0.5220 ~ 0.0000 0.3240 0.6300 0.1260 -0.1440 0.0000 0.0000 0.1440 0.6120 -0.6840 0.0000 0.0000 -0.7380 -0.5400 -~0.8460 ' 0.0000 0.0000 0.0360 0.3420 -0.5220 0.0000 0.0000 0.3240 -0.5040 0.6660 0.0000 0.0000 -0.6300 -0.3060 0.9000 ~} 0.000G 0.00G0 -0.3060 0.2340 0.8460 0.0000 0.0000 0.5760 -0.3780 -0.7200 0.0000 0.0000 0.3060 -0.5940 -0.6480 ~ U . 0000 0.0U00 0.2340 0.8100 -0.3600 0.0000 0.0000 0.6120 -0.3960 0.7740 0.0000 0.0000 0.0000 0.5580 0.7380 ,J 0.0000 0.0000 0.0000 -0.7740 0.4500 0'. 00G0 0.G0G0 0.0000 .0.0G00 0.1800 O.WAO c" 0.0000 0.0000 0.0000 .0.0000 ~ 0.0000 . 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 0.0000 0.0000 0. 000G - 0.0000 0.0000 0.0000 0.0000 ~ 0.0000 0.0000 .0.0000 0.0000 0.0000 G.GGGG 0.0000 0.0000 G.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 D.OGGO 0.0000 0.0000 2 -0.6b00 r/ c/ J 1.5200 6.7200 0.7300 50891 8542 65.J918 67.3896 69.5875 71.7853 , 73.9832 0.0360 0.7740 -0.9000 0.8460 -0.9000 -0.5580 0.0180 -0.8100 -0.8460 -0.8820 0.0180 0.1080 0.7020 -0.8100 -0.90G0 0.6480 -0.1620 0.8640 0.9000 -0.8640 -0.8100 0.0900 0.5940 -0.9000 -0.8820 0.0540 0.0360 0.7920 -0.7740 -0.8460 -0.0000 -0.5400 -0.5580 -0.7200 0.0000 0.3240 0.0720 -0.5940 0.8640 0.0000 0.2340 0.0540 0.8820 -0.7560 0.0000 0.0720 0.6660 0.7380 -0.8820 0.0000 -0.9000 0.3600 -0.4680 -0.7380 0.0000 0.5220 -0.0000 -0.7740 0.8820 0.0000 0.5580 0.1260 0.6660 -0.7020 0.0000 -0.1800 -0.2520 0.6300 -0.8640 0.0000 -0.0180 .0.5220 -0.5040 0.0000 0.0000 0.4320 0.9000 0.8100 0.0000 0.0G00 -0.4140 -.0.8280 -0.8460 0.0000 0.0000 0.0900 -0.3240 -0.6300 0.0000 0.0000 -0.4680 0.2700 0.9000 0.0000 0.0000 0.7020 0.4320 0.7560 .0.0000 0.0000 0.3780 0.2880 -0.7380 0.0000 0.0000 0.7200 0.8820 0.8460 0.0000 0.0000 -0.0360 -0.4500 -0.6660 0.0000 0.0000 -0.2700 -0.3960 -0.8640 0.0000 0.0000 0.d280 -0.7020 -0.7020 0.0000 0.0000 0.8460 -0.0180 -0.5220 0.0000 0.0000 -0.1980 0.1440 -0.4500 0.0000 0.0000 0.4860 -0.6660 0.0000 0.0000 0.A000 -0.3420 0.7200 0.0000 0.0000 0.0000 0.8100 0.4860 0.0000 0.0000 0.0000 0.2520 0.8640 0.0000 0.0GG0 0.0G00 -0.2880 -0.8640 0.0000 0.0000 0.0000 0.1080 -0.7380 0.0000 0.0000 0.0000 0.5940 0.7020 0.0000 0.0000 0.0000 -0.5940 0.630G 0.0000 0.00G0 0.0000 0.8640 -0.1800 0.0000 0.0000 0.000CT -0.0540 -0.6300 0.0000 0.0000 0.0000 -0.7740 0.5580 0.0000 0.0000 0.0000 -0.3600 0.0000 0.0000 0.0000 0.0000 0.7920 0.0000 0.0000 0.0000 0.0000 -0.8460 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 .0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 O.00GG 0.0000 0.0000 0.0000 0.0000 .0.0000 0.0Ga0 0.0000 0.0000 0.0000 0.0000 0.0000 7 l ?
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MULTIPLE REGRESSION.....CIU35.DAT ) SELECTIUN..... 1-4 ) TABLE OF RESIDUALS ) CASE NO. Y VALUE Y ESTIMATE RESIDUAL 1 0.1970p 0:14862 0.04833 2 0.15500 0.20333 -0.04833 ~ 3 0.25000 0.201,67 0.04833 4' 0.05100 0.A9933 -0.04833 50891 8631 5 0.2100D 0.16167 0.04833 ~ 6 0.16100 0.2.0933 -0.04833 7 0.14500 0.12833 O..OI667 8 0.11500 0.12833 -0.Q1333 ~ 9 0.20700 0.12833 0.07867 ~: 10 ' 0.10700 0...12833 -0.02.133 11 0.06700 0.12833 -0.06133 ) 12 0.12900 0.12833 0.00067 ) ) ~ ~ ) ) ._ a J J
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MULTIPLE REGRESSION..... CIU35.DAT ) SELECTION..... 17 ~ VARIABLE .MEAN NO. STANDARD CORRELATION REGRESSION . STD. ERROR COMRUT.ED DEVIATION X VS Y COEFFICIE?NT OF REG,COEF. T VALUE 50891 8621 1 0. 00000 0. 52222 -O..i 6530 -o3 f142.73 0. (}6200 -0..68912 ~ j , 2 0.00000 3 0.00000 •4 0.24999 5 0.2500:0 DEPENDENT 22 0.29017 0.52223 -0.60742 -0.15700 0.06200 0.26111 o.27922 0.14434 n.124M 0.36925 0.32738 0.11967 0.08768 0.36927 -0.27084 -0.09900 0.08768 0.13498 -2.53233 1.1,605 1.36483 -1, 129.12 ~ INTERCEPT 0.28500 ~ MULTIPLE CI)RRELATIAN 0.80919 RESIDUAL STD. DEV. 0.10738 STD. ERROR OF MEAN 0.03100 ANALYSIS OF VARIANCE FOR THE REGRESS LON ~ SOURCE OF VARIATION DEGREES O SUM OF MEAN F VALUE ~ F FREEDOM ATTRIBUTABLE TO REGRESSION 5 SQUARES 0.13123 SQUARES O.o2625 2.27.605 ~ DEVIATION FROM REGRESSION 6 0.06919 0.01153 TOTAL 11 0.20042 ~ .1 -0.1.28.17 -0.04273 2 -0.4710.0 -0.15700 3 0.10825 0.14434 ~ 4 0.1794.9 0.11967 5 -0.14850 -0.09900 22 3.48200 0.28500 J ANALYSIS OF VARIANCE FOR THE RE GRESSION' ~ SOURCE OF VARIATION DEGREES SUM OF MEAN F VALUE - OF FREEDOM SQUARES SQUARES LINEAR REGRESSION 2 0.07.942 0.03971 2.87381 ~ QUADRATIC REGRESSION 3 0.05I81 (j.01727 1.24970 LACK OF FIT I 0.00010 0.00010 0.00695 5 REPLICATION ERROR 5 0.06909 0.01382 TOTAL 1 l 0.20042 AVERAGE Olr 6,+CENTER POINTS = 0.28500 )
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7 RSTR C1U35 z ~ ~ V-11, / THE COLLAPSE COEFFICIENTS ARr( 4.1000 -0.1800 0.5100 -0.1700 -0.1800 -0..0300 50891 8581 3.4.052 3.5545 3.7039 3.8532 4.0025 4.1519 4.3012 4.4505 4.5999 4.7492 0.9000 0.1440 0.7560 0.8640 -0.3420 0.1260 -0.8820 -0.5580 -0.4860 -0.9000 0.8820 -0.1980 0.6120 -0.0540 0.0900 0.7920 0.4680 0.1620 -0.3600 -0.8820 0.8640 0.4680 0.1620 0.5760 -0.4140 -0.8280 -0.3780 -0.2340 -0.7200 -0.8640 G.90.00 0.5580 -0.4680 0.4680 0.6120 0.4860 0.3240 -0.5400 -0.7380 -0.8460 0.8460 -0.4500 0.9000 0.7020 -0.4320 0.5220 0..2340 -0.0000 -0.7020 -0.8280 -0.9000 0.7560 -0.7920 0.7740 -0.3600 -0.2160 0.1260 -0.3420 -0.7560 -0.9'000 0.8820 -0.2160 0.6660 -0.4860 -0.3960 0.6480 0.5580 -0.3600 -0.1800 0.0000 0.8280 0.1620- .0.3960 -0.8640 -0.3780 0.1980 -0.3960 -0.5760 =0.0540 0.0000 -0.8820 0.6300 0.4860 0.1260 -0.3240 0.3600 -0..2160 -0.1440 -0.2700 0.0000 0.8100 0.3600 0.3060 0.7380 -0.4500 0.5580 -0.0900 0.1080 -0.7740 0.0000 0.8640 .0..7020 -0.4860 0.5220 0.6480 0.4500 -0.8640 -0.0540 -0.6840 0.0000 0.0000 0.1260 0.1440 0.6660 -0.7740 0.7020 -0.9000 -0.9000 -0.7920 0.0000 0.0000 -0.5940 -0.666G -0.7200 -0.0360 -0.0540 -0.1980 0.2880 -0.1260 0.0000 0.00A0 0.3420 -0.6480 -0.5U40 0.5760 0.8100 0.1800 -0.5220 -0.5040 0.0000 0.0000 -0.its00 0.7920 -0.0720 -0.3G60 0.0360 0.0720 -0.5940 -0.4680 0.0000 0.0000 -0.8460 0.2880 -0.0360 -0.4680 -0.1.980 0.4320 0.0540 -0.2520 0.0000 0.0000 0.8460 0.8640 0.2520 0.7380 -0.8100 0.3600 0.1960 -0.8100 0.0000 ~ 0.0000 -0.4320 0.55d0 -0.4680 0.1800 0.2520 -0.9000 -0.0720 -0.9000 0.0000 0.0000 -0.7200 0.8280 -0.7G20 0.8460 -0.0720 -0.3600 -0.2160 -0.1080 0.0000 0..0000 0.8100 0.1800 0.3240 0.7920 0.3060 0.2880 0.3240 -0.8280 0.0000 ) 0.0000 -0.2340 0.5400 0.2340 0.4860 -0.8460 0.5040 -0.1260 -0.8tl20 0.0000 0.0000 -0.6120 -0.4500 0.8100 -0.2880 0.7740 -0.0180 0.2520 -0.8460 0.00G0 0.0000 0.1800 0.4140 0.1440 0.8640 -0.2340 -0.10d0 -0.d820 -0.8640 0.0000 0.0000 -0.7380 -0.8100 0.4140 -0.4860 0.0540 0.3960 -0.6120. -0.3420 0.0000 0.0000 0.1080 0.72.00 0.3420 0.2700 0.7200 -0.4140 0.0720 -0.1980 0.0000 0.0000' D.G000 0.1260 -0.0900 -0.0540 0.8280 0.6120 -0.5040 -0.6660 0.0000 , 0.0000 0.0000 -0.5040 0.3960 -0.7560 0.5940 -0.8460 -0.3780 -0.3780 0.0000 0.0000 0.0000 0.7020 -0.5220 0.6840 0.4140 0.0540 -0.3240 0.0000 0.0000 0.0000 0.0000 0.4680 -0.4500 0.3240 0.8460 0.5220 -0.8640 0.0000 0.0000 0.0000 0.0000 -0.9000 0.1080 0.3960 0.6120 0.5760 0.0000 0.0000 0.0000 0.0000 0.0000 0.32-40 -0.0180 -0.2700 -0.7920 -0.2340 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.8820 -0.5040 -0.1800 -0.3420 0.0000 0.0000 0.0000 > 0.0000 0.0000 0.0000 0.0000 0.5400 0.2700 -0.4320 0.0000 0.0000 0.0000 0.0000 G.O0G0 0.0000 .0.0000 0.4500 0.3240 -0.8280 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.3960 0.1980 0.0000 0.0000 0.0000r ~ 0.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.GG00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 j 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0-0000 a 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0G00 0..0000 0.0000 U. 0Gb0 . 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 i 0.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000• 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.00G0 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.OG00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 .0.0000 0.0000 0.0000 0.0000 J J
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES VARIABLE ' 7 2 3 4 5 3 I 1.000 0.000 0.000 0.000 0.000 2 0.000 1.000 0.000 A..000 0.000 50891 8640 3 0.000 0.000 1.000 0.00(1 0.000 ? ~A 0.000 0.000 0.000 1.000 0.000 5 0.000 0.000 0.000 0.000 1.000 ) ~ ) ) ) ) ~ ~ .+ .~ ) ~ 3
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7 9 LOCUS OF STATIONARY POINT X 1 -0..561-4 X 2 0.9716 ESTIMATED RESPONSE AT STATIONARY PX)INT = 0.30952 50891 8622 CANONICAL FORM OF THE RESPONSE.FUNCTII)N Y -YO = ALPHAI*(WI**2) +ALPHA2*(W2**2) +ALPHA3*(W3**2) +ALPHA4*(W-4*da2) +ALPHA5*(W5it*2) +ALPHA6*(W6**2) -0.3095 0.0373 -0..0869 A SADDLE POINT IS INDICATED TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= lAZ WHERE Z=X-XO AND M IS THE FOLLOWING MATRIX 0.2092 0.9779 0.9779 -0.2092 j _J
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11 THER7 CIU35 1 THE COLLAPSE (:DEFFICIENTS ENTS ARE( 0.50 -0.0300 -0.1700 0.0400 0.1200 -0.0100 } 50891 8557 ~ 0.3200 0.375,6 0..4312 0.4867 0.5423 0.5979 0.6535 0.7090 0.7046 0.8202 -0.D000 -0.3.960 0.6660 -0.4680 0.5400 0.5940 0.6300 -0.4500 -0.7740 -0.9000 } -0.0900 0.3780 -0.0360 -0.1620 0.3780 0.8460 0.7740 -0.6300 -0.8640 -0.8820_ -0.0720 0.5040 0.7740 0.5760 0.6480 0.7380 0.4680 -0.7920 -0.6840 -0.9000 -0.01 80 -0.1020 0.1620 0.5220 -0.3000 0.6480 0.6840 -0.5940 -0.7200 -0.8640 ~ -0.0540 0.1620 -0.7920 0.2340 0.4680 -0.0900 -0.0720 -0.4860 -0.8100 -0.8820 ~. -0.0360 -0.6120 -0.3960 -0.6300 -0.2340 -0.5040 0.8460 -0.5580 -0.8280 -0.r1460 0.0180 -0.6660 -0.8820 -0.0180 -0.7560 0.2340 0.8100 -0.5220 -0.7380 0.0000 ~ -0.1080 0.2880 0.4680 -0.8100 0.5940 -0.6300 -0.1440 -0.4140 -0.8820 0.0000 0.0360 0.45D0 0.1440 0.8460 -0..0540 0.2160 0.5580 -0.6660 -0.7560 0.G000 -0.1260 -0.1440 -0.4680 0.3780 -0.0360 0.0180 -0.3060 -0.8820 -0.9000 0.0000 } 0.0540 0.1800 -0.0540 0.6660 -0.4320 0.4320 0.1080 -0.8280 -0.7920 0.0000 -0 .1 440 -0.3060 -0.2160 -0.0000 -0.7920 0.2520 0.1260 -0.7020 -0.8460 0.0000 U.0720 -0.7200 0.5760 -0.3420 0.8640 0.81G0 0.8820 -0.7560 0.0000 0.GC00 } -0.1620 0.5940 0.7020 -0.5760 -0.1620 0.7740 -0.1980 -0.73ts0 0.0000 0.0000 0.0900 -0.2880 0.3060 0.2520 -0.4860 0.5220 -0.3600 -0.7200 0.0000 0.0000 -0.1800 0.5580 -U.0180 -0.5220 -0.b300 -0.2340 -0.4860 -0.8460 0.0000 0.0000 ) -0.19 t30 -0.5400 0.7380 0.4500 0.9000 0.1980 -0.0000 -0.8640 0.0000 0.0000 0.0000 0.3060 -0.3060 0.9000 -0.5760 -0.0000 -0.6840 -0.3960 0.0000 0.0000 0.0000 -0.4680 0.3960 0.2160 -0.1440 0.4500 -0.4500 -0.6840 0.0000 0.0000 ) 0.0000 0.1440 0.8640 -0.2520 0.7740 0.2700 -0.72D0 -0.5400 0.0000 0.0000 0.0000 -0.1800 0.180G -0.72.00 0.3600 -0.3600 -0.2520 -0.5040 0.0000 0.0000 0.0000 -0.1260 0.1260 0.81.00 -0.6660 -0.5940 -0.6480 -0.7740 0.0000 0.0000 ~ 0.0000 -0.4860 0.8100 0.6300 0.7380 0.180G 0.4500 -0.4320 0.0000 0.0000 U.00U0 0.0460 0.3240 -0.0360 -0.3780 0.7020 0.0180 -0.5760 0.0000 0.0000 0.0000 0.1980 -0.1980 0.36.00 0.1d00 0.28t30 0.7380 -0.4680 0.0000 0.0000 } U.0000. 0.1260 -0.0000 0.0180 0.1620 0.8820 -0.7560 -0.6480 0.0000 0.GG00 0.0000 0.4320 0.5220 -0.4140 0.6840 -0.3060 0.4860 -0.6120 0.0000 0.0000 0.0000 -0.5580 0.6300 -0.2700 0.81GG -0.1620 -0.6120 0.0000 0..0000 0.0000 ~ 0.0000 -0.3780 -0.6480 .0.1980 0.3960 -0.1800 0.5760 0.0000 0.0000 0.0000 0.0000 0.3960 0.1080 0.7020 0.1980 0.5400 -0.3960 0.0000 0.0000 0.0000 0.00G0 -0.1080 -0.0720 0.4680 0.1440 -0.45D0 0.1440 0.0000 0.0000 0.0000 ) 0. G000 0.6300 -0.5940 0..2Z00 0.4860 0.1620 0.0000 0.0000 0.0000 0.0000 0.0000 0.2700 -0.5220 -0.1800 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.3500 0.01rSG -0.6840 0.0000 0.0000 0.0000 0.0000 0.0000 G.0000 ) 0.0000 -0.4140 0.4140 -0.1.440 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000, 0. 0000 0.5400 -0.3240 -0.`740 0.0000 0.0000 0..0000 0.0000 0.0000 0.0000 0.0000 -0.1980 0.0900 0.7740 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 ~ 0.. 0000 0.0000 -0.7380 0.0360 0.0000 0.0000 0.G0GG 0.0000 0.0000 0.0000 0000 0. 0.0000 0.0360 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 _ 0.0600 a 0.0000 0.0000 0.0G00 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 j 0.0000 . 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 D.0000 0.0000 ~ 0.000G 0.0000 0.0000 0.0000 0.0000 0.G000 0.0000 0.0000 0.0000 0.0000 . 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.GO0o -~ 0.0000 0.0000 0.0000 - 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.G000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 } 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.D0G0 0.0000 0.0000 0.0000 ~ ) ) J ~
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MULTIPLE REGRESSION.....CIU35.DAT SELECTION..... 12 TABLE OF RESIDUALS ~ CASE NO. Y VALUE Y$STIIIATE RESIDUAL 1 0.32800 .0.31800 0.01000 2 0.48300 0.49300 -O.D1000 ~ 3 0.63300 0.62300 0.01000 50891 8639 4 0.64400 0.,65400 -0.01000 5 0.72600 0..71600 0.01000 ~ 6 0.50000 0.51000 -0.0.1000 7 0.5.1600 0.49883 0.01717 8 0.62300 0.49883 0.12417 ) 9 0.3Q500 0.49883 -0.15383 10 . 0.60700 0.49883 0.10817 t. il 0.48300 0.49883 -0.01583 ~ 12 0,41900 0.49883 -0.07983 J ? j 1 . 1 1 J ) -~ J :
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MATRIX OF CORRELATIONS BETWEEN INDEPENDENT VARIABLES VARIABLE 1 2 3 -4 5 1 1„000 0..000 0.000 0.000 0.000 .2 0.000 1.000 0.000 0.000 0.0f)0 50891 8632 3 0.000 0.000 1.000 0..000 0.000 4 0.000 0.000 0.000 1.A00 0.000 5 0.000 0.000 0.000 .0.000 J.000' i i
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LOCUS OF STATIONARY POINT X J 1.0736 X 2 -4.8126 50891 8638 ESTIMATED RESPONSE AT STATIONARY POINT = 0.88700 CANONICAL FORM OF THE RESPONSE.FUNCTION Y -YO = ALPHAi*(WI*+E2) +ALPHA2*(W2**2) +ALPHA3*(W3**2)- +ALPHA4*(W4**2) +ALPHA5*(W5**2] -+ALPHA6*(W6**2.) -0.8870 O.J234 -0.Q164 A SADDLE POINT IS INDICATED •TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W= MZ WHERE Z=X-X0 AND M IS THE FOLLOWING MATRIX 0.9873 0.1590 -0.1590 0.9873 l ) J J
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1 U)CUS OF STATIONARY POINT X 1 0.2536 X 2 2.D691 ESTIMATED RESPONSE AT STATIONARY POINT - 0.155.10 5089, a630 CANONICAL FORM OF THE RESPONSE FUNCTION Y -YO = ALPHAI*(W7**2) -#ALPHA2*(W2**2) +ALPHA3*(W3**2)- -MLPHA4*(W4+t,t2) -- +ALPHAS*(W5*.*2) +ALPHA6*(W6**2) -0.1551 0.0909 -0.0062 A SADDLE POINT IS INDICATED TRANSFORMATION FROM ORIGINAL TO CANONICAL VARIABLES W- MZ WHERE Z=X-X,0 AND JA IS THE FOLLOWING MATRIX 0.9904 -0.1382 0.1382 0.9904 J
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cccccccccccc 111 UUU UUU 333333333 555555555555555 CCCCCCCCCCCC UUU UUU 333333333 555555555555555 ) cccccccccccc lll UUU UUU 333333333 ~` 555555555555555 ccc lilill UUU UUU 333 333 ' 555 ccc I1.1111 UUU UUU 333 , 333 " -555 ) CCC 111111 UUU U.UU 333 °: 333 ' 555 ccc lil UUU UUU 333 555555555 ccc 111 UUu UUU 333 555555555 50891 8585 ~ CCC UUU UUU 333 555555555 CCC,: i.ll UUU UUu 333 555 CCCiIy til UUU UUu 333 555 ~ '-`.CCC 111 UUU UUU 333 555 ccc 1il UUU UUU 333 ' - 555 CCC ill UUU UUU 333 555 ) CCC I11 UUU UUU 333 ' 555 CCC 111 UUU UUU 333 333 555 555' ccc ill UUu UUU 333 333 555 555 ~; CCC 1.I1 UUU UUU 333 333 555 555 CCCCCCCCCCCC.- 1111111.11 UUUUUUUUUUUUUUU ' 333333333 555555555 CCCCCCCCCCCC 1111111.11 UUUUUUUUUUUUUUU 333333333 ..555555555 3 cccccccccccc 111111111 UUUUUUUUUUUUUUU 333333333 555555555 ~ RRRRRRRRHRRR TTTTTTTTTTTTTTT l.il 111 ~ RRRRRRRRRRRR TTTTTTTTTTTTTTT 1.I1 I11 a RRRRRRRRRRRR RRH RRR TTTTTTTTTT1TfTT T1T 1.1 1 ill illlll ~ RRR RRR TTT 1111.11 111111 D RRR RRR TTT lllial 111111 RRR RRR TTT 1.1 1 ill , RRR RRR TTT l.i l 111 ~ RRR RRR T"CL 1.1 1 111 RRRRRRRRRRRR TTT 1.1 1 ill ~ PRRRRRRRRRRR TTT 1.1 1 ill ~ RRRRRRRRRRRR TTT 1.1 1 ill RRR RRR TTT 1.11 ill ~ RRR RRR TTT 1.1 1 ll 1 RRR RRR TTT 1.1 1 _ 111 RRR RRR 1`1T 1.1 1 ill :~ RRR RRR TTT 1.1 1 111 RRR RRR TTT 1.1 1 RRR RRR TTT 111111111 111111111 ) RRH RRit Tl"T 1111111•11 illililli RRR RRR TTT 111111111 111111111 ~ ~ *START* JOB CIU35 REQ #79 FOR MDD.HARDMAN . DATE 9-MAR-82 d:.i l sG6 NOSTs R. J. R. T 0 B A C CO - SYSTEM ''A," TIMESHARE,. TOP