Thursday, December 14, 2017 11:10:10 AM 14 Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa 1 F 145.0 38.0 . J 10000 . 2 F 146.7 41.0 85 J 10000 Vodafone 6000 3 F 148.0 42.0 . J 50000 . 4 F 148.0 43.0 80 J 50000 DoCoMo 4000 5 F 148.9 . . J 60000 . 6 F 149.0 45.0 . G 60000 . 7 F 150.0 46.0 86 40000 . 8 F 151.0 45.0 . J 20000 docomo 5000 9 F 151.0 50.0 . G 60000 J-PHONE . 10 F 151.7 41.5 80 J 35000 . Thursday, December 14, 2017 11:10:10 AM 15 The REG Procedure Model: MODEL1 Dependent Variable: taijyuu Number of Observations Read 370 Number of Observations Used 325 Number of Observations with Missing Values 45 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 1 14055 14055 318.56 <.0001 Error 323 14251 44.12105 Corrected Total 324 28306 Root MSE 6.64237 R-Square 0.4965 Dependent Mean 58.78092 Adj R-Sq 0.4950 Coeff Var 11.30021 Thursday, December 14, 2017 11:10:11 AM 16 The REG Procedure Model: MODEL1 Dependent Variable: taijyuu Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 -79.35152 7.74804 -10.24 <.0001 shintyou 1 0.81883 0.04588 17.85 <.0001 Thursday, December 14, 2017 11:10:12 AM 17 Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa pred1 resid1 1 F 145.0 38.0 . J 10000 . 39.3789 -1.3789 2 F 146.7 41.0 85 J 10000 Vodafone 6000 40.7709 0.2291 3 F 148.0 42.0 . J 50000 . 41.8354 0.1646 4 F 148.0 43.0 80 J 50000 DoCoMo 4000 41.8354 1.1646 5 F 148.9 . . J 60000 . 42.5724 . 6 F 149.0 45.0 . G 60000 . 42.6542 2.3458 7 F 150.0 46.0 86 40000 . 43.4731 2.5269 8 F 151.0 45.0 . J 20000 docomo 5000 44.2919 0.7081 9 F 151.0 50.0 . G 60000 J-PHONE . 44.2919 5.7081 10 F 151.7 41.5 80 J 35000 . 44.8651 -3.3651 11 F 152.0 35.0 77 J 60000 DoCoMo 2000 45.1107 -10.1107 12 F 152.0 43.0 . J 20000 au 3500 45.1107 -2.1107 13 F 152.0 44.0 . 45000 DoCoMo 4000 45.1107 -1.1107 14 F 153.0 41.0 . J 125000 No . 45.9296 -4.9296 15 F 153.0 42.0 . G 0 Vodafone 1000 45.9296 -3.9296 Thursday, December 14, 2017 11:10:12 AM 18 Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc. taijyuu | 100 + A | A | A A | A 80 + A A AAAA A | B A A B A A | AAB EDB C AAA F A A B | B B BC AGC BBB DDCB CEA A A 60 + A AA BB AACCABIFBHIFACCDC AAA AA | A B EC AA ECHGACDF EBB DB A | A A CDAC DE DDB CFBAA AA A A | A AAA BABA BAB AB ABA A 40 + A AA A B B | A | | 20 + | --+------------+------------+------------+------------+------------+-- 140 150 160 170 180 190 shintyou NOTE: 45 obs had missing values. Thursday, December 14, 2017 11:10:12 AM 19 Plot of pred1*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. 80 + | | | A pred1 | A A B A | A BA BCB G A A | AAD AA BCBB A A B A A | A B AABA DBABABABB A A AAA | A BBBBACAIDFBBAA DACAB A A 60 + A AABBFBDAHAEDBCB AAAA A A A | A DCCEBCCAA BA D AA | AF ABAABD AA A ABA A | BB CEC A B B | BBABED AAAC A AA | BA AA BAB A A A | AA A BAB AA A | A AAAAA A | AA A 40 + A A -+---------+---------+---------+---------+---------+---------+---------+ 30 40 50 60 70 80 90 100 taijyuu NOTE: 45 obs had missing values. Thursday, December 14, 2017 11:10:12 AM 20 Plot of resid1*pred1. Legend: A = 1 obs, B = 2 obs, etc. 40 + | | A | A A | R | A A e 20 + A s | B A A i | A A A A AA d | A A A AA A BD A A A A u | A A B A BAA BBA CAA CAA A A a | A A A A A D A AACA GAAAABC AA A F l 0 +---------A-A-B---AAAAABD-ACA-DBD-A-C-BDCC-EFG-DCC-BCC-A--A---A------- | BB A AA BCAB A DBB CFDB GDC FDC DA BE AA | B A B C A C AABB ABBABAA BBB AAAA A | A DA AC BC A A AA A | A A | -20 + ---+-------+-------+-------+-------+-------+-------+-------+-------+-- 35 40 45 50 55 60 65 70 75 Predicted Value of taijyuu NOTE: 45 obs had missing values. Thursday, December 14, 2017 11:10:12 AM 21 Plot of resid1*shintyou. Legend: A = 1 obs, B = 2 obs, etc. 40 + | | A | A A | R | A A e 20 + A s | B A A i | A A A A AA d | A A A AA A B DA A A A u | A A B AB AA BB ACA ACA A A A a | AA A A A CA AA AC AFB AB BCA A A F l 0 +-------A-A-B---A-AAAABD-AC-ADB-DA--CB-DCBAEFAFD-CCB-CC-A---A---A------- | AAB A AA B DB AD BBBAFDAAGDABF DCCAA BE AA | B A B ABA CA ABAAAB CBA AB BB AAA A A | A D A A C BC A A A AA | A A | -20 + -+-------------+-------------+-------------+-------------+-------------+ 140 150 160 170 180 190 shintyou NOTE: 45 obs had missing values. Thursday, December 14, 2017 11:10:12 AM 22 Plot of resid1*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. 40 + | | A | A A | R | A A e 20 + A s | AA AA i | A A BB d | A A A AA ACBB A A A u | A B AB AAAFB DAB AA a | AA AA AAC A B DEDBABD FA l 0 +--------A--AAAAABADCF-DD-EBDCBIDJCACDBA-A-A---------------------------- | ABAAACABC EDCEGFBFALCACBC B | BA BBBC A DBBBBCBADA AAA | A AD B DBAA A BA | A A | -20 + -+---------+---------+---------+---------+---------+---------+---------+ 30 40 50 60 70 80 90 100 taijyuu NOTE: 45 obs had missing values. Thursday, December 14, 2017 11:10:13 AM 23 The UNIVARIATE Procedure Variable: resid1 (Residual) Moments N 325 Sum Weights 325 Mean 0 Sum Observations 0 Std Deviation 6.63210957 Variance 43.9848774 Skewness 1.42132974 Kurtosis 4.0008373 Uncorrected SS 14251.1003 Corrected SS 14251.1003 Coeff Variation . Std Error Mean 0.36788325 Basic Statistical Measures Location Variability Mean 0.00000 Std Deviation 6.63211 Median -1.02372 Variance 43.98488 Mode -2.30618 Range 47.54351 Interquartile Range 6.73181 Note: The mode displayed is the smallest of 3 modes with a count of 5. Thursday, December 14, 2017 11:10:13 AM 24 The UNIVARIATE Procedure Variable: resid1 (Residual) Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M -22.5 Pr >= |M| 0.0145 Signed Rank S -3248.5 Pr >= |S| 0.0552 Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.915825 Pr < W <0.0001 Kolmogorov-Smirnov D 0.109794 Pr > D <0.0100 Cramer-von Mises W-Sq 0.914603 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 5.307447 Pr > A-Sq <0.0050 Thursday, December 14, 2017 11:10:13 AM 25 The UNIVARIATE Procedure Variable: resid1 (Residual) Quantiles (Definition 5) Level Quantile 100% Max 33.59967 99% 22.24447 95% 11.59967 90% 8.24447 75% Q3 2.69382 50% Median -1.02372 25% Q1 -4.03799 10% -7.28364 5% -8.57436 1% -10.94384 0% Min -13.94384 Thursday, December 14, 2017 11:10:13 AM 26 The UNIVARIATE Procedure Variable: resid1 (Residual) Extreme Observations ------Lowest----- -----Highest----- Value Obs Value Obs -13.9438 282 21.6938 267 -13.4474 346 22.2445 125 -11.4873 229 28.5997 326 -10.9438 284 29.2235 181 -10.9438 283 33.5997 327 Missing Values -----Percent Of----- Missing Missing Value Count All Obs Obs . 45 12.16 100.00