Monday, January 25, 2021 05:27:57 PM 15 Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa 1 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 2 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 3 F 150.0 46.0 86 40000 . 4 F 151.7 41.5 80 自宅生 35000 . 5 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 6 F 153.0 46.5 87 下宿生 10000 . 7 F 153.0 55.0 78 自宅生 30000 . 8 F 154.4 44.0 75 自宅生 9000 au 2000 9 F 155.0 48.0 83 下宿生 180000 . 10 F 156.0 42.0 85 自宅生 0 DoCoMo 15000 Monday, January 25, 2021 05:27:57 PM 16 The REG Procedure Model: MODEL1 Dependent Variable: taijyuu Number of Observations Read 149 Number of Observations Used 149 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 2 8081.64748 4040.82374 160.39 <.0001 Error 146 3678.18487 25.19305 Corrected Total 148 11760 Root MSE 5.01927 R-Square 0.6872 Dependent Mean 59.14899 Adj R-Sq 0.6829 Coeff Var 8.48580 Monday, January 25, 2021 05:27:57 PM 17 The REG Procedure Model: MODEL1 Dependent Variable: taijyuu Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 -97.81637 8.88361 -11.01 <.0001 shintyou 1 0.62775 0.05213 12.04 <.0001 kyoui 1 0.59200 0.06789 8.72 <.0001 Monday, January 25, 2021 05:27:58 PM 18 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 146.7 41.0 85 自宅生 10000 Vodafone 6000 44.5948 -3.5948 2 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 42.4508 0.5492 3 F 150.0 46.0 86 40000 . 47.2583 -1.2583 4 F 151.7 41.5 80 自宅生 35000 . 44.7735 -3.2735 5 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 43.1859 -8.1859 6 F 153.0 46.5 87 下宿生 10000 . 49.7336 -3.2336 7 F 153.0 55.0 78 自宅生 30000 . 44.4056 10.5944 8 F 154.4 44.0 75 自宅生 9000 au 2000 43.5085 0.4915 9 F 155.0 48.0 83 下宿生 180000 . 48.6211 -0.6211 10 F 156.0 42.0 85 自宅生 0 DoCoMo 15000 50.4329 -8.4329 11 F 156.0 46.0 82 自宅生 10000 Vodafone 7000 48.6569 -2.6569 12 F 156.0 48.0 70 自宅生 30000 . 41.5529 6.4471 13 F 156.0 49.0 85 自宅生 25000 . 50.4329 -1.4329 14 F 156.0 50.0 82 自宅生 40000 Vodafone 10000 48.6569 1.3431 15 M 156.0 61.0 90 自宅生 0 . 53.3928 7.6072 Monday, January 25, 2021 05:27:58 PM 19 Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc. taijyuu | 100 + | | | 80 + A A A | A A A | A AAA CDA CAB A B A A A | A BB BFA AA ABAA CA 60 + A A AA BAAB EA CAAAB CA ABA AA | A A BA A BACB ABA BA A | AC B CD AAB B A A A | A A A A B A A BA A 40 + A A A | A | | 20 + | --+------------+------------+------------+------------+------------+-- 140 150 160 170 180 190 shintyou Monday, January 25, 2021 05:27:58 PM 20 Plot of taijyuu*kyoui. Legend: A = 1 obs, B = 2 obs, etc. taijyuu | 100 + | | | 80 + AA A | A A A | A AA A BJ BA C A A | B AA B ABABF C AB A 60 + B E AC D BG AE AA A A | A AA A B A C GA AB A | A A C DD FA A A | B E AA AAA 40 + A B | A | | 20 + | --+------------+------------+------------+------------+------------+-- 60 70 80 90 100 110 kyoui Monday, January 25, 2021 05:27:58 PM 21 Plot of pred2*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. 80 + A | | | A pred2 | A A A AA | A BA A CA A AA | B AB B B A | B BA A BA B AB B A | A BA D EC AA AA AAA A A 60 + A A D AA A A A | B DA B B A | B AAAA AA A AAA AA A | A A BAB A A A A | A A A CB B A A | ABAAA A | A A | AA A A A | A A A 40 + -+-------------+-------------+-------------+-------------+-------------+ 30 40 50 60 70 80 taijyuu Monday, January 25, 2021 05:27:58 PM 22 Plot of resid2*shintyou. Legend: A = 1 obs, B = 2 obs, etc. 20 + | | | | R | A A A e 10 + A A s | A A AA BB B A A i | A B B A d | A A A C A A A u | A A A BA A AA a | A A AA A B B BA B l 0 +-----------A--------AA------B----------A--BB----AB----A-A--A--A-------- | A A A AA AA AA AA B BA AA AB A | A A A AA B BA AA AAA AA B AA AAA A | AA A BA AA AA AB A | AA B A A B | A A A A A A A -10 + A -+-------------+-------------+-------------+-------------+-------------+ 140 150 160 170 180 190 shintyou Monday, January 25, 2021 05:27:58 PM 23 Plot of resid2*kyoui. Legend: A = 1 obs, B = 2 obs, etc. 20 + | | | | R | B A e 10 + B s | B A AABC AA i | A B A B d | A A A AAA A B u | A A A AA A AA A a | A A AA AA AA A BA A A l 0 +---------------------AA-----C---A-AB------F-----AA--------------------- | A A AB BEA AB AB A A A | A F AB DB AB B A AAA | A E A AC A A A | A BA A AA A | A A A B A A -10 + A -+-------------+-------------+-------------+-------------+-------------+ 60 70 80 90 100 110 kyoui Monday, January 25, 2021 05:27:58 PM 24 Plot of resid2*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. 20 + | | | | R | A A A e 10 + A A s | A B A AA C A AA i | A AA A AA d | A A A A A AA AA u | A A A A A A B A a | A A A B AAA B BA A l 0 +------------------A-A----B------A--A------A--BC--A---A--B-A------------ | A BBA AC B ABA C B A | AA ABAB BAA A BA C B AB A | AAAA B A B A BA A | A AB A A B | A A A A B A -10 + A -+-------------+-------------+-------------+-------------+-------------+ 30 40 50 60 70 80 taijyuu Monday, January 25, 2021 05:27:58 PM 25 The UNIVARIATE Procedure Variable: resid2 (Residual) Moments N 149 Sum Weights 149 Mean 0 Sum Observations 0 Std Deviation 4.98523826 Variance 24.8526005 Skewness 0.43524819 Kurtosis -0.4677646 Uncorrected SS 3678.18487 Corrected SS 3678.18487 Coeff Variation . Std Error Mean 0.40840663 Basic Statistical Measures Location Variability Mean 0.00000 Std Deviation 4.98524 Median -1.04335 Variance 24.85260 Mode -6.93439 Range 22.46578 Interquartile Range 6.55992 Note: The mode displayed is the smallest of 6 modes with a count of 2. Monday, January 25, 2021 05:27:58 PM 26 The UNIVARIATE Procedure Variable: resid2 (Residual) Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M -8.5 Pr >= |M| 0.1898 Signed Rank S -343.5 Pr >= |S| 0.5169 Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.968875 Pr < W 0.0018 Kolmogorov-Smirnov D 0.094669 Pr > D <0.0100 Cramer-von Mises W-Sq 0.300618 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 1.700806 Pr > A-Sq <0.0050 Monday, January 25, 2021 05:27:58 PM 27 The UNIVARIATE Procedure Variable: resid2 (Residual) Quantiles (Definition 5) Level Quantile 100% Max 12.34762 99% 11.81862 95% 8.73859 90% 7.93536 75% Q3 3.32633 50% Median -1.04335 25% Q1 -3.23359 10% -5.98791 5% -7.54320 1% -9.03681 0% Min -10.11816 Monday, January 25, 2021 05:27:58 PM 28 The UNIVARIATE Procedure Variable: resid2 (Residual) Extreme Observations ------Lowest------ ------Highest----- Value Obs Value Obs -10.11816 147 9.31685 41 -9.03681 142 10.59438 7 -8.69937 33 10.84064 37 -8.43286 10 11.81862 85 -8.36538 72 12.34762 106