Sunday, October 24, 2021 10:20:13 PM 107 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 10:20:13 PM 108 The REG Procedure Model: MODEL1 Dependent Variable: taijyuu Number of Observations Read 190 Number of Observations Used 190 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 2 10875 5437.31452 217.73 <.0001 Error 187 4669.99539 24.97324 Corrected Total 189 15545 Root MSE 4.99732 R-Square 0.6996 Dependent Mean 59.41368 Adj R-Sq 0.6964 Coeff Var 8.41106 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 -100.47535 8.03701 -12.50 <.0001 shintyou 1 0.61679 0.04899 12.59 <.0001 kyoui 1 0.64585 0.05742 11.25 <.0001 Sunday, October 24, 2021 10:20:13 PM 109 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 3 3 1 F 145.5 42.0 76 自宅生 0 3700 38.3515 3.6485 2 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 44.9043 -3.9043 3 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 42.4768 0.5232 4 F 150.0 46.0 86 40000 . 47.5855 -1.5855 5 F 151.7 41.5 80 自宅生 35000 . 44.7589 -3.2589 6 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 43.0064 -8.0064 7 F 153.0 46.5 87 下宿生 10000 . 50.0817 -3.5817 8 F 153.0 55.0 78 自宅生 30000 . 44.2691 10.7309 9 F 154.4 44.0 75 自宅生 9000 au 2000 43.1950 0.8050 10 F 155.0 48.0 83 下宿生 180000 . 48.7319 -0.7319 11 F 156.0 42.0 85 自宅生 0 DoCoMo 15000 50.6404 -8.6404 12 F 156.0 46.0 82 自宅生 10000 Vodafone 7000 48.7028 -2.7028 13 F 156.0 48.0 70 自宅生 30000 . 40.9526 7.0474 14 F 156.0 49.0 85 自宅生 25000 . 50.6404 -1.6404 15 F 156.0 50.0 82 自宅生 40000 Vodafone 10000 48.7028 1.2972 Sunday, October 24, 2021 10:20:13 PM 110 Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc. 100 + | | | | | A | A 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 CB AAA B A ABA A | A A A B CABBA BAA | A A AA A CACB 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 10:20:13 PM 111 Plot of taijyuu*kyoui. Legend: A = 1 obs, B = 2 obs, etc. 100 + | | | | | A | A 80 + A | AA A A | A A A A taijyuu | A A BE A C A A A | A A F C | A AA C CAAAAA B A AA A | C A A AB CFA AA AA A 60 + B C B BABE BD A | A A A GB B AC | A A A C B D DAA B A | A A B A CC CB A | A A A BB C A | A D AA AAA | BA B A 40 + A | | A | | | | 20 + --+------------+------------+------------+------------+------------+-- 60 70 80 90 100 110 kyoui Sunday, October 24, 2021 10:20:13 PM 112 Plot of pred3*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. | P | r 80 + A e | d | A i | A A A c | A AAA t 70 + AA AAA A A A e | B B B A B A A A A d | A AC B C A | B DACA AAB C C V | BBB CABCA BAAAAAA A a 60 + AA A DABAAAA B AA l | D BCA C B A u | BAB B C AAAAAAA A e | A ABAABA A A AA | A CC A A o 50 + A AB A AB A A f | A AC C A | t | A AA A AA A a | A i 40 + A j | A y | u | u | 30 + | ---+----------+----------+----------+----------+----------+----------+-- 30 40 50 60 70 80 90 taijyuu Sunday, October 24, 2021 10:20:13 PM 113 Plot of resid3*shintyou. Legend: A = 1 obs, B = 2 obs, etc. | | 15 + A | A | | A | A A 10 + AA | A B A A | A A A B A A R | B B B e | A D A A s 5 + A BA A A i | A B A AB A d | A A A A A AA u | AA A A AA A A a | A A A B AA A A CA B l 0 +--------------------------------------AA--BB--AAA-----A----A--A-------- | A A AAC A A AA AA | A A A AA BA AAA AAAA A AA AA B | A AA B BA AA AAA AA CA A AA A A | A A B BA A A -5 + A A BA A A AA A AB | A AB A A A A | AB AB | A A | A A A A -10 + A | -+-------------+-------------+-------------+-------------+-------------+ 140 150 160 170 180 190 shintyou Sunday, October 24, 2021 10:20:13 PM 114 Plot of resid3*kyoui. Legend: A = 1 obs, B = 2 obs, etc. | | 15 + A | A | | A | A A 10 + A A | B A A A | A AAB AA R | A B A B e | A A BA A A s 5 + A A A A B i | AA A A A A A A d | A A A AAA A u | A AAA A AA A a | AA B A BA AA AA B A l 0 +----------------------------A------C------DA-----AA-----A-------------- | A A A AAA ABB A A | A A BB ADB AB B AA A A | A G AB CB B C A A A | A AC BA A -5 + A C A D B A A | A A A AA B A | A B A AA | A A | A B A -10 + A | -+-------------+-------------+-------------+-------------+-------------+ 60 70 80 90 100 110 kyoui Sunday, October 24, 2021 10:20:13 PM 115 Plot of resid3*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. | | 15 + A | A | | A | A A 10 + A A | A A AA A | A A A B AA R | A AAA A A e | A A B A B s 5 + A A AAA A i | A AA AA A A A d | A AA A B A u | AA A A A A B a | AA A A A A CA A A B A l 0 +------------------------------A----A--D--B--A-AB----------------------- | B BA AD A A A | A BBA A DBAB A A B A A | A ABB BBAA A AA B CA C | A A AD A A -5 + A AA AA B A B AA A | A AA A A AA A | B A A B | A A | A A B -10 + A | ---+----------+----------+----------+----------+----------+----------+-- 30 40 50 60 70 80 90 taijyuu Sunday, October 24, 2021 10:20:13 PM 116 The UNIVARIATE Procedure Variable: resid3 (Residual) Moments N 190 Sum Weights 190 Mean 0 Sum Observations 0 Std Deviation 4.97081184 Variance 24.7089703 Skewness 0.53674939 Kurtosis -0.1695554 Uncorrected SS 4669.99539 Corrected SS 4669.99539 Coeff Variation . Std Error Mean 0.36062059 Basic Statistical Measures Location Variability Mean 0.00000 Std Deviation 4.97081 Median -1.00562 Variance 24.70897 Mode -6.87066 Range 25.16637 Interquartile Range 6.55433 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 -9 Pr >= |M| 0.2174 Signed Rank S -554.5 Pr >= |S| 0.4665 Sunday, October 24, 2021 10:20:13 PM 117 The UNIVARIATE Procedure Variable: resid3 (Residual) Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.971715 Pr < W 0.0007 Kolmogorov-Smirnov D 0.090494 Pr > D <0.0100 Cramer-von Mises W-Sq 0.349275 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 1.916759 Pr > A-Sq <0.0050 Quantiles (Definition 5) Level Quantile 100% Max 14.70601 99% 13.79901 95% 8.86997 90% 7.45505 75% Q3 3.29089 50% Median -1.00562 25% Q1 -3.26344 10% -5.71127 5% -6.99325 1% -8.84107 0% Min -10.46036 Sunday, October 24, 2021 10:20:14 PM 118 The UNIVARIATE Procedure Variable: resid3 (Residual) Extreme Observations ------Lowest------ -----Highest----- Value Obs Value Obs -10.46036 188 10.7309 8 -8.84107 37 11.4954 111 -8.81405 183 11.7990 141 -8.79630 95 13.7990 142 -8.64036 11 14.7060 113