Sunday, October 24, 2021 09:52:33 PM 61 Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa 1 F 145.0 38 . 自宅生 10000 . 2 F 145.5 42 76 自宅生 0 3700 3 F 146.7 41 85 自宅生 10000 Vodafone 6000 4 F 148.0 42 . 自宅生 50000 . 5 F 148.0 43 80 自宅生 50000 DoCoMo 4000 6 F 149.0 45 . 下宿生 60000 . 7 F 150.0 46 86 40000 . 8 F 150.0 47 . 自宅生 . . 9 F 151.0 45 . 自宅生 20000 docomo 5000 10 151.0 46 . 自宅生 0 6500 Sunday, October 24, 2021 09:52:33 PM 62 The REG Procedure Model: MODEL1 Dependent Variable: taijyuu Number of Observations Read 530 Number of Observations Used 530 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 1 20474 20474 415.07 <.0001 Error 528 26045 49.32673 Corrected Total 529 46519 Root MSE 7.02330 R-Square 0.4401 Dependent Mean 59.76679 Adj R-Sq 0.4391 Coeff Var 11.75117 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 -79.19636 6.82764 -11.60 <.0001 shintyou 1 0.82035 0.04027 20.37 <.0001 Sunday, October 24, 2021 09:52:34 PM 63 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 1 1 1 F 145.0 38.0 . 自宅生 10000 . 39.7550 -1.7550 2 F 145.5 42.0 76 自宅生 0 3700 40.1651 1.8349 3 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 41.1496 -0.1496 4 F 148.0 42.0 . 自宅生 50000 . 42.2160 -0.2160 5 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 42.2160 0.7840 6 F 149.0 45.0 . 下宿生 60000 . 43.0364 1.9636 7 F 150.0 46.0 86 40000 . 43.8567 2.1433 8 F 150.0 47.0 . 自宅生 . . 43.8567 3.1433 9 F 151.0 45.0 . 自宅生 20000 docomo 5000 44.6771 0.3229 10 151.0 46.0 . 自宅生 0 6500 44.6771 1.3229 11 F 151.0 50.0 . 下宿生 60000 J-PHONE . 44.6771 5.3229 12 F 151.7 41.5 80 自宅生 35000 . 45.2513 -3.7513 13 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 45.4974 -10.4974 14 F 152.0 43.0 . 自宅生 20000 au 3500 45.4974 -2.4974 15 F 152.0 44.0 . 45000 DoCoMo 4000 45.4974 -1.4974 Sunday, October 24, 2021 09:52:34 PM 64 Plot of taijyuu*shintyou. Legend: A = 1 obs, B = 2 obs, etc. 100 + A | A | A | A A | A | A A A A | AA A 80 + A A A A | A B AA AAAA | B A BA BA A AA taijyuu | A AC EC CBCCA I AA A | A ABA BCB CABB A A A | A AAA C BC AFD BBB GCDB CBA AAA | BAB B D EJE FCBABBC ACA AA 60 + A AA AA ABFAABFFACID EBDD AEA AA | A A AAB ECDFBBGDADBAAECAC | A B EC DDA GCII EFD CCB F AA | A A ABAB AD DFC DDCCBAAA BA A A | BBAC CB CCBA | ABB AB B B AC ABAA A | A B ABA A BA A 40 + A A A | A | A | | | | 20 + --+------------+------------+------------+------------+------------+-- 140 150 160 170 180 190 shintyou Sunday, October 24, 2021 09:52:34 PM 65 Plot of pred1*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. 80 + P | r | e | d | A A i | A A A c | AA A AA A t 70 + B AAA A AA A A A e | B CB ABB AH A A d | A A BAD A BBAB ABA B A A A A A | AAB EACAABCBC B C A B V | A BAC BD DAAB DABBAB A AA A A a | AABBAABAICBCABAACAAAB AA A A A A A l | BA CBBCBCAEDHAABCAB CCB A u 60 + AABBFD FAG EEFDABBAA A B A A e | A B CBAFBEAAA CA B A AA | AE AAEBDFCBBAEB B A o | A C EB BAEBCB A BBD A f | A BA ACFBCBB A B B AB A | A BA A t | C ABCCAAB C AA A a 50 + A B BBAAAA A A i | AB AA CABA A j | A B y | A ABAA A A A u | ABA A u | AA A | A 40 + A A -+---------+---------+---------+---------+---------+---------+---------+- 30 40 50 60 70 80 90 100 taijyuu Sunday, October 24, 2021 09:52:34 PM 66 Plot of resid1*shintyou. Legend: A = 1 obs, B = 2 obs, etc. | | 40 + | | A | A 30 + A | A A | A | A A R 20 + A A e | A B A B A s | A A A A A i | A A A A AA A AA d 10 + A AA AC AAC CB B A A A u | A A A BA BB BC AD BB AB B A a | A A A A A A BDD CCAAC CBA A A l | A ABA A A BA CA BA ABB FD CJB BBAAEB BA I 0 +---------A-B---A--AAABD--A-ACB-CD-BGC-BAABFJ-EC-ADC-DD--A-AA---A-AA---- | A B A A AC CC DE CC FKBBE ABI FCAA CBA A | A B A B AB A CDBAHCACFEADBAADBAE AC BA A | AB A C ABA CA CBBCC AB EB AD AEA A -10 + A A D BA A CB BD A C A AB | A A B A | A A A | -20 + | -+-------------+-------------+-------------+-------------+-------------+ 140 150 160 170 180 190 shintyou Sunday, October 24, 2021 09:52:34 PM 67 Plot of resid1*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. | | 40 + | | A | A 30 + A | A A | A | A A R 20 + A A e | A BAA A A s | A A A A A i | A A A A ABB d 10 + A AE ABCD AB A A u | A A AA BBBDACBABAC B A a | A A A AA ABECBEAEBB AA l | A ABA ABAAADAACAFBHFFCBCE I A 0 +-----------AAA-ABACACAAFCFDDCBJDICAFDBBAAAAA-A------------------------- | A AB A BECCFBBLEEFBKDCC DAAA | AB ABAB FCEDEGGCF IABBCA AA | ABA CBBC CADCCC CEAGB A A -10 + A A AF AAACCCB B BAA | A A B A | A A A | -20 + | -+---------+---------+---------+---------+---------+---------+---------+ 30 40 50 60 70 80 90 100 taijyuu Sunday, October 24, 2021 09:52:34 PM 68 The UNIVARIATE Procedure Variable: resid1 (Residual) Moments N 530 Sum Weights 530 Mean 0 Sum Observations 0 Std Deviation 7.01665759 Variance 49.2334837 Skewness 1.23637638 Kurtosis 3.0842392 Uncorrected SS 26044.5129 Corrected SS 26044.5129 Coeff Variation . Std Error Mean 0.30478413 Basic Statistical Measures Location Variability Mean 0.00000 Std Deviation 7.01666 Median -0.75341 Variance 49.23348 Mode 1.53266 Range 50.10177 Interquartile Range 7.76637 Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M -27 Pr >= |M| 0.0212 Signed Rank S -7355.5 Pr >= |S| 0.0369 Sunday, October 24, 2021 09:52:34 PM 69 The UNIVARIATE Procedure Variable: resid1 (Residual) Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.93292 Pr < W <0.0001 Kolmogorov-Smirnov D 0.088405 Pr > D <0.0100 Cramer-von Mises W-Sq 1.013696 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 6.390978 Pr > A-Sq <0.0050 Quantiles (Definition 5) Level Quantile 100% Max 34.454781 99% 23.990091 95% 12.634427 90% 8.721152 75% Q3 3.197259 50% Median -0.753406 25% Q1 -4.569112 10% -7.775750 5% -9.365573 1% -11.904511 0% Min -15.646988 Sunday, October 24, 2021 09:52:34 PM 70 The UNIVARIATE Procedure Variable: resid1 (Residual) Extreme Observations ------Lowest----- -----Highest----- Value Obs Value Obs -15.6470 477 27.2751 369 -14.3656 389 28.1734 474 -13.8775 508 28.8104 239 -13.4673 488 33.1734 475 -12.2752 93 34.4548 386