Sunday, October 24, 2021 10:05:25 PM 83 Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa 1 F 145.5 42.0 76 自宅生 0 3700 2 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 3 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 4 F 150.0 46.0 86 40000 . 5 F 151.7 41.5 80 自宅生 35000 . 6 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 7 F 153.0 46.5 87 下宿生 10000 . 8 F 153.0 55.0 78 自宅生 30000 . 9 F 154.4 44.0 75 自宅生 9000 au 2000 10 F 155.0 48.0 83 下宿生 180000 . Sunday, October 24, 2021 10:05:25 PM 84 The REG Procedure Model: MODEL1 Dependent Variable: taijyuu Number of Observations Read 199 Number of Observations Used 199 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 2 12468 6234.03633 130.20 <.0001 Error 196 9384.22383 47.87869 Corrected Total 198 21852 Root MSE 6.91944 R-Square 0.5706 Dependent Mean 60.44774 Adj R-Sq 0.5662 Coeff Var 11.44698 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 -104.42632 10.63578 -9.82 <.0001 shintyou 1 0.77095 0.06495 11.87 <.0001 kyoui 1 0.40189 0.05792 6.94 <.0001 Sunday, October 24, 2021 10:05:26 PM 85 s h t k c i a j o a t r n i k i d r s p e t j y t u r u r s O s y y o a k y u e i b e o u u k a e w d d s x u u i u i r a 2 2 1 F 145.5 42.0 76 自宅生 0 3700 38.2899 3.7101 2 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 42.8321 -1.8321 3 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 41.8248 1.1752 4 F 150.0 46.0 86 40000 . 45.7781 0.2219 5 F 151.7 41.5 80 自宅生 35000 . 44.6773 -3.1773 6 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 43.7030 -8.7030 7 F 153.0 46.5 87 下宿生 10000 . 48.4928 -1.9928 8 F 153.0 55.0 78 自宅生 30000 . 44.8758 10.1242 9 F 154.4 44.0 75 自宅生 9000 au 2000 44.7494 -0.7494 10 F 155.0 48.0 83 下宿生 180000 . 48.4271 -0.4271 11 F 156.0 42.0 85 自宅生 0 DoCoMo 15000 50.0019 -8.0019 12 F 156.0 46.0 82 自宅生 10000 Vodafone 7000 48.7962 -2.7962 13 F 156.0 48.0 70 自宅生 30000 . 43.9735 4.0265 14 F 156.0 49.0 85 自宅生 25000 . 50.0019 -1.0019 15 F 156.0 50.0 82 自宅生 40000 Vodafone 10000 48.7962 1.2038 Sunday, October 24, 2021 10:05:26 PM 86 Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc. 100 + A | | | A A | A | A A A | AA 80 + A | A AA A | A A AA taijyuu | B CC BAA A B A | A AA AA AAA A A A | AA BB DA AA ABAA AA | A A A CEC B AA B B A 60 + A A A AAC ACB AAA B A ABA A | A A A B CABBA BAA | A A AA A CACC BBA A A | A B D AAB B AA A A | AB B CA B | A A B A A BA A | A A A A A A 40 + A | | A | | | | 20 + --+------------+------------+------------+------------+------------+-- 140 150 160 170 180 190 shintyou Sunday, October 24, 2021 10:05:26 PM 87 Plot of taijyuu*kyoui. Legend: A = 1 obs, B = 2 obs, etc. 100 + A | | | A A | A | AB | A A 80 + A | B A A | A A A A taijyuu | AABE AC AA A | A A FC | AAAC DBBBAB A | C B CCGB B A 60 + A BC DAGBD A | A A AFCBAC | A A A ACB HAA BA | A A B ACCCB A | A A ABBC A | A DAAAAA | C B A 40 + A | | A | | | | 20 + --+------------+------------+------------+------------+------------+-- 20 40 60 80 100 120 kyoui Sunday, October 24, 2021 10:05:26 PM 88 Plot of pred2*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. | P | r 80 + e | A A d | A A A i | A A A c | AABB t 70 + C BAA AB A B e | A B A A AB B A A A A A d | A B BB CA A B B A | A AAABAAADA B BAA A V | AA A DA BBBAABA A a 60 + AAA AAC AABA D l | A AD F A C BA A u | B BA A BAA A A A e | BB ACA A A A | A CB B AA o 50 + A AABAA AA f | AAAA AA A A | A t | A A A A A a | A A i 40 + j | A A y | u | u | 30 + | -+---------+---------+---------+---------+---------+---------+---------+- 30 40 50 60 70 80 90 100 taijyuu Sunday, October 24, 2021 10:05:26 PM 89 Plot of resid2*shintyou. Legend: A = 1 obs, B = 2 obs, etc. | | 40 + | A | | 30 + | | A A | A A R 20 + e | A s | A A i | A A A d 10 + A A A A u | B A AAA BB A A a | A C AA B AE A A B A l | A AA A A B ABA C BB A A 0 +-----------A--A-----AAB-----AA-A--ABA-BA-BEB---A--A-BAAA-A------------- | A A A AA D CC AB AA BDAACD B BBA B A A | AA BC BB AAA AA AC ABB A | A A AA AC AAAA A AA ABA A -10 + AA B A | A A A | | -20 + | -+-------------+-------------+-------------+-------------+-------------+ 140 150 160 170 180 190 shintyou Sunday, October 24, 2021 10:05:26 PM 90 Plot of resid2*kyoui. Legend: A = 1 obs, B = 2 obs, etc. | | 40 + | A | | 30 + | | A A | A A R 20 + e | A s | A A i | A A A d 10 + A B A u | A A DC B A a | B D AEAAC A A l | A A BAABBABA C AB 0 +------------------------------A----A---B--CBABEBBGA--A--A-----AA------- | A GBBAOACGBABA A | A ACABBCBFC B | BA BCA F ABAA -10 + A ABA | A A A | | -20 + | -+-------------+-------------+-------------+-------------+-------------+ 20 40 60 80 100 120 kyoui Sunday, October 24, 2021 10:05:26 PM 91 Plot of resid2*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. | | 40 + | A | | 30 + | | AA | A A R 20 + e | A s | A A i | A A A d 10 + A A A A u | A A A AAAC AB a | A A A A AAA E AB B AA l | A AA BABBABA CAB 0 +-------------AA-A-AAB--B-ABBA-DAAC-AAAB--B--A---A---------------------- | AA ABBBCCAA ADAAC DBDB C AAB | ABB DACA CAC C AA | A A ABB A BA AAB B B A -10 + A A C | A A A | | -20 + | -+---------+---------+---------+---------+---------+---------+---------+ 30 40 50 60 70 80 90 100 taijyuu Sunday, October 24, 2021 10:05:26 PM 92 The UNIVARIATE Procedure Variable: resid2 (Residual) Moments N 199 Sum Weights 199 Mean 0 Sum Observations 0 Std Deviation 6.88440773 Variance 47.3950699 Skewness 1.63776627 Kurtosis 5.13893615 Uncorrected SS 9384.22383 Corrected SS 9384.22383 Coeff Variation . Std Error Mean 0.48802273 Basic Statistical Measures Location Variability Mean 0.00000 Std Deviation 6.88441 Median -1.37455 Variance 47.39507 Mode -8.50564 Range 49.25016 Interquartile Range 7.63095 Note: The mode displayed is the smallest of 7 modes with a count of 2. Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M -15.5 Pr >= |M| 0.0332 Signed Rank S -1314 Pr >= |S| 0.1064 Sunday, October 24, 2021 10:05:26 PM 93 The UNIVARIATE Procedure Variable: resid2 (Residual) Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.89578 Pr < W <0.0001 Kolmogorov-Smirnov D 0.113045 Pr > D <0.0100 Cramer-von Mises W-Sq 0.618546 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 3.823304 Pr > A-Sq <0.0050 Quantiles (Definition 5) Level Quantile 100% Max 36.56581 99% 24.88261 95% 12.10221 90% 7.77296 75% Q3 3.63018 50% Median -1.37455 25% Q1 -4.00077 10% -7.38903 5% -8.60833 1% -12.11659 0% Min -12.68435 Sunday, October 24, 2021 10:05:26 PM 94 The UNIVARIATE Procedure Variable: resid2 (Residual) Extreme Observations ------Lowest------ -----Highest----- Value Obs Value Obs -12.68435 190 21.8789 91 -12.11659 177 22.1863 175 -12.03251 196 24.6275 96 -10.85022 193 24.8826 141 -9.71022 182 36.5658 140