Friday, October 13, 2023 10:42:02 PM 32 Obs No Xsex Xshintyou Xtaijyuu Xkyoui Xjitaku Xkodukai Xcarryer Xtsuushin 1 2 F 145.5 42 76 自宅生 0 3700 2 3 F 146.7 41 85 自宅生 10000 Vodafone 6000 3 4 F 148.0 42 . 自宅生 50000 . 4 5 F 148.0 43 80 自宅生 50000 DoCoMo 4000 5 6 F 148.9 . . 自宅生 60000 . 6 7 F 149.0 45 . 下宿生 60000 . 7 8 F 150.0 43 82 自宅生 0 4980 8 9 F 150.0 46 86 40000 . 9 10 F 150.0 47 . 自宅生 . . 10 11 F 151.0 42 . 自宅生 . 7700 Friday, October 13, 2023 10:42:02 PM 33 The MEANS Procedure Variable Label N Mean Std Dev Minimum ------------------------------------------------------------------------------ No 771 387.0000000 222.7128196 2.0000000 Xshintyou 身長 731 168.9127223 7.6696066 145.5000000 Xtaijyuu 体重 676 59.9954142 9.4703651 35.0000000 Xkyoui 胸囲 239 86.0845188 9.6981443 30.5000000 Xkodukai 仕送り月額 620 36328.77 45404.14 0 Xtsuushin 月額通信料 402 5359.08 3985.83 0 ------------------------------------------------------------------------------ Variable Label Maximum ------------------------------------------ No 772.0000000 Xshintyou 身長 187.0000000 Xtaijyuu 体重 100.0000000 Xkyoui 胸囲 112.0000000 Xkodukai 仕送り月額 350000.00 Xtsuushin 月額通信料 35918.00 ------------------------------------------ Friday, October 13, 2023 10:42:02 PM 34 The REG Procedure Model: MODEL1 Dependent Variable: Xtaijyuu 体重 Number of Observations Read 771 Number of Observations Used 239 Number of Observations with Missing Values 532 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 2 13923 6961.53645 140.05 <.0001 Error 236 11731 49.70737 Corrected Total 238 25654 Root MSE 7.05035 R-Square 0.5427 Dependent Mean 61.08326 Adj R-Sq 0.5388 Coeff Var 11.54219 Friday, October 13, 2023 10:42:02 PM 35 The REG Procedure Model: MODEL1 Dependent Variable: Xtaijyuu 体重 Parameter Estimates Parameter Standard Variable Label DF Estimate Error t Value Pr > |t| Intercept Intercept 1 -100.18384 9.94691 -10.07 <.0001 Xshintyou 身長 1 0.80438 0.06118 13.15 <.0001 Xkyoui 胸囲 1 0.29281 0.04941 5.93 <.0001 Friday, October 13, 2023 10:42:03 PM 36 X X s X X X t h t X k c s i a X j o a u r n i k i d r u p e X t j y t u r s r s O s y y o a k y h e i b N e o u u k a e i d d s o x u u i u i r n 3 3 1 2 F 145.5 42.0 76 自宅生 0 3700 39.1079 2.89213 2 3 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 42.7084 -1.70844 3 4 F 148.0 42.0 . 自宅生 50000 . . . 4 5 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 42.2901 0.70992 5 6 F 148.9 . . 自宅生 60000 . . . 6 7 F 149.0 45.0 . 下宿生 60000 . . . 7 8 F 150.0 43.0 82 自宅生 0 4980 44.4845 -1.48448 8 9 F 150.0 46.0 86 40000 . 45.6557 0.34428 9 10 F 150.0 47.0 . 自宅生 . . . . 10 11 F 151.0 42.0 . 自宅生 . 7700 . . 11 12 F 151.0 45.0 . 自宅生 20000 docomo 5000 . . 12 13 151.0 46.0 . 自宅生 0 6500 . . 13 14 F 151.0 50.0 . 下宿生 60000 J-PHONE . . . 14 15 F 151.0 . . 下宿生 . . . . 15 16 F 151.7 41.5 80 自宅生 35000 . 45.2663 -3.76631 Friday, October 13, 2023 10:42:03 PM 37 Plot of Xtaijyuu*Xshintyou. Legend: A = 1 obs, B = 2 obs, etc. | 100 + A B | A | A A A A | B A A A B 80 + A A B A B AAAA A A A 体 | B AB AAA CA A CB B AA 重 | A AA AAA AEE GHC JEGFA KAABAA C | A DAC F DD ENF EJC IFGB DIB DAA 60 + A AA BFA CBJHAGNKBLPGBKCIF AHA AB | B C HC GDE KGLWBGKI FDB HB A AA | A A CDBG EIA EFD JHGEBACA CA A A | A ACB CABA BAC AD ABCA AA A A 40 + A AA AA B ABA B | A | | 20 + | --+------------+------------+------------+------------+------------+-- 140 150 160 170 180 190 身長 NOTE: 96 obs had missing values. Friday, October 13, 2023 10:42:03 PM 38 Plot of Xtaijyuu*Xkyoui. Legend: A = 1 obs, B = 2 obs, etc. | 100 + A | | A A AA | A AB 80 + A C A A 体 | A ABACA A 重 | A C AAABMFAC CA A | A BAAC GCJCAD A 60 + A A BF AIBKDHBAA A | A A B B ADC PCAAEA | A B C CFEFBAA | B EBAAAA 40 + B A B | A | | 20 + | --+------------+------------+------------+------------+------------+-- 20 40 60 80 100 120 胸囲 NOTE: 532 obs had missing values. Friday, October 13, 2023 10:42:03 PM 39 Plot of pred3*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc. 80 + | A A A A A | A A AAB AB A | A D CAAAC BCBAAA AA A A | A BAACACAADACB DACA A A A A A | BAAB HBDDAAAACACAA B A 60 + BDBEBAC DADCAG | AAB BBACACCBA AA A A A | A AA DEAAC A AA A A A pred3 | A ABBCAAABAA A | A A A A A | A A B A 40 + A | | A | | | 20 + -+---------+---------+---------+---------+---------+---------+---------+ 30 40 50 60 70 80 90 100 体重 NOTE: 532 obs had missing values. Friday, October 13, 2023 10:42:03 PM 40 Plot of resid3*Xshintyou. Legend: A = 1 obs, B = 2 obs, etc. 40 + | | | A | R | A A A A e 20 + A s | A AA A i | B A A d | A A A BA A A A u | B A A A ACA DB A A a | A A A C A B BB CDC EAABA AB B l 0 +-----------A--B------AB--B--BA-A--ABA-BB-AEC--BA-BC-A-AAAA-A----------- | A A A A AA D DD CB ABA BFACEC EB BBA CA CA A A | A A BCA BBAAAB A AD AAA C A | A AB B A A AA ABA | A A AA | -20 + -+-------------+-------------+-------------+-------------+-------------+ 140 150 160 170 180 190 身長 NOTE: 532 obs had missing values. Friday, October 13, 2023 10:42:03 PM 41 Plot of resid3*Xkyoui. Legend: A = 1 obs, B = 2 obs, etc. 40 + | | | A | R | A A A A e 20 + A s | A A A A i | B AA d | A C AAA A A u | AA A EF ABA a | A A A B A D BEDBADC B BB A l 0 +-----------------------------------A------ECCBEACJB--D-AA--A--A-------- | A A C HDBDQCFKCABC | B ACBCBFADE A | BA BB DAA A | A A A A | -20 + -+-------------+-------------+-------------+-------------+-------------+ 20 40 60 80 100 120 胸囲 NOTE: 532 obs had missing values. Friday, October 13, 2023 10:42:03 PM 42 Plot of resid3*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc. 40 + | | | A | R | A AA A e 20 + A s | A A A A i | A A A A d | A A A B AA A A u | A E AACACA A A a | A A A AA A AAACDADABC DABAAA A l 0 +-------------B--A-AAA-CB--BBA-DABCBB-BC-BCA-AA------------------------- | AA AABBBDEAACAHBAD HCEBABBABAB | A B BBAEBABABAC A BA A | A A B B A A B D | A A A A | -20 + -+---------+---------+---------+---------+---------+---------+---------+ 30 40 50 60 70 80 90 100 体重 NOTE: 532 obs had missing values. Friday, October 13, 2023 10:42:03 PM 43 The UNIVARIATE Procedure Variable: resid3 (Residual) Moments N 239 Sum Weights 239 Mean 0 Sum Observations 0 Std Deviation 7.02065983 Variance 49.2896645 Skewness 1.32058829 Kurtosis 3.04031534 Uncorrected SS 11730.9402 Corrected SS 11730.9402 Coeff Variation . Std Error Mean 0.45412873 Basic Statistical Measures Location Variability Mean 0.00000 Std Deviation 7.02066 Median -1.32782 Variance 49.28966 Mode -9.35463 Range 45.61067 Interquartile Range 7.61121 Note: The mode displayed is the smallest of 8 modes with a count of 2. Friday, October 13, 2023 10:42:03 PM 44 The UNIVARIATE Procedure Variable: resid3 (Residual) Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M -14.5 Pr >= |M| 0.0699 Signed Rank S -1824 Pr >= |S| 0.0883 Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.918783 Pr < W <0.0001 Kolmogorov-Smirnov D 0.092365 Pr > D <0.0100 Cramer-von Mises W-Sq 0.662482 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 4.195176 Pr > A-Sq <0.0050 Friday, October 13, 2023 10:42:03 PM 45 The UNIVARIATE Procedure Variable: resid3 (Residual) Quantiles (Definition 5) Level Quantile 100% Max 31.55591 99% 24.67218 95% 14.40373 90% 8.15524 75% Q3 3.28217 50% Median -1.32782 25% Q1 -4.32904 10% -7.72647 5% -9.35463 1% -12.25011 0% Min -14.05476 Friday, October 13, 2023 10:42:03 PM 46 The UNIVARIATE Procedure Variable: resid3 (Residual) Extreme Observations ------Lowest----- -----Highest----- Value Obs Value Obs -14.0548 658 22.9861 25 -14.0182 700 24.2084 655 -12.2501 718 24.6722 524 -11.6889 708 24.9772 356 -10.6505 152 31.5559 523 Missing Values -----Percent Of----- Missing Missing Value Count All Obs Obs . 532 69.00 100.00