Friday, October 13, 2023 10:40:53 PM 14 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 10:40:53 PM 15 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 10:40:53 PM 16 The REG Procedure Model: MODEL1 Dependent Variable: Xtaijyuu 体重 Number of Observations Read 771 Number of Observations Used 675 Number of Observations with Missing Values 96 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 1 25864 25864 502.93 <.0001 Error 673 34610 51.42634 Corrected Total 674 60474 Root MSE 7.17122 R-Square 0.4277 Dependent Mean 60.00741 Adj R-Sq 0.4268 Coeff Var 11.95055 Friday, October 13, 2023 10:40:53 PM 17 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 -81.41528 6.31222 -12.90 <.0001 Xshintyou 身長 1 0.83423 0.03720 22.43 <.0001 Friday, October 13, 2023 10:40:54 PM 18 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 1 1 1 2 F 145.5 42.0 76 自宅生 0 3700 39.9659 2.03412 2 3 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 40.9670 0.03304 3 4 F 148.0 42.0 . 自宅生 50000 . 42.0515 -0.05146 4 5 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 42.0515 0.94854 5 6 F 148.9 . . 自宅生 60000 . 42.8023 . 6 7 F 149.0 45.0 . 下宿生 60000 . 42.8857 2.11430 7 8 F 150.0 43.0 82 自宅生 0 4980 43.7199 -0.71993 8 9 F 150.0 46.0 86 40000 . 43.7199 2.28007 9 10 F 150.0 47.0 . 自宅生 . . 43.7199 3.28007 10 11 F 151.0 42.0 . 自宅生 . 7700 44.5542 -2.55417 11 12 F 151.0 45.0 . 自宅生 20000 docomo 5000 44.5542 0.44583 12 13 151.0 46.0 . 自宅生 0 6500 44.5542 1.44583 13 14 F 151.0 50.0 . 下宿生 60000 J-PHONE . 44.5542 5.44583 14 15 F 151.0 . . 下宿生 . . 44.5542 . 15 16 F 151.7 41.5 80 自宅生 35000 . 45.1381 -3.63813 Friday, October 13, 2023 10:40:54 PM 19 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 10:40:54 PM 20 Plot of pred1*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc. 80 + | | A | A A A A A pred1 | AAAABB AA B A A A A A A | A B AAEBADCFAABAHAA CBA A A | B CAFBC BBCBEACBCA A C A A A A A | A BCC CG KBBDAFCCEAEBE AA A AA A A | BABEBDDDECQFJDDEDDEAFDDAAAAA A A A 60 + A AADBCHEBFBIAEFFEABBAC A B B A | BFAEAGEHMHHEBGBDB E AB A AA A | A ACA D GFCDDFCCE CAABBF A A | A AB AAACFBAAA A AAAB A | CCBCEECEB D A AA A A | A ABA AA DABB A A A A | AA A BA A A A | A BBABBA A | AA A 40 + AA -+---------+---------+---------+---------+---------+---------+---------+ 30 40 50 60 70 80 90 100 体重 NOTE: 96 obs had missing values. Friday, October 13, 2023 10:40:54 PM 21 Plot of resid1*Xshintyou. Legend: A = 1 obs, B = 2 obs, etc. 40 + | | A A | A A | A A R | A A B A e 20 + A A A A s | A B B A B A A i | A A A A AB AA B AA A A d | B A DA BCA AA ACD DB B A A A u | A B A BC AB DC ADB DFAAFC BA CB A a | A AB A A AA F AC ACB FE FLE DFABFB ECA A AA l 0 +---------A-B--AB-BAAABD-BE-BEC-FD-DGD-DDAEIKAEFABGE-EE--JAABA--A-AA---- | AAAA A AA D DFA EF CDC LTCDGBAGO EGAAD DGA A AB | A AB A D AB AAIDAEDBBIG DCAAFCAED AEA D A | A A C ABD BD ACA DB BFAA C EA AB | B A A A A AA | A -20 + -+-------------+-------------+-------------+-------------+-------------+ 140 150 160 170 180 190 身長 NOTE: 96 obs had missing values. Friday, October 13, 2023 10:40:54 PM 22 Plot of resid1*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc. 40 + | | A A | A A | A A R | A A B A e 20 + A A A A s | A AA BAA A A A i | A A A A BAABBAA A d | A A A ABH BAECDAAB A A u | A A A AC BCAEADGAHCGACAA A a | A AAA AAAA DABEAFCFHHJEEGBDBB B l 0 +-----------AABABCADCCDDHEGDFFCPDNFCHECEAJABA-A------------------------- | CAAACBCDFEFFIOLIJCUEDBEFABB A | BBA CBBC ICIGEJDDHAIDADBB | A A ACAAGADBDECCBACAEAA | AA A A B B | A -20 + -+---------+---------+---------+---------+---------+---------+---------+ 30 40 50 60 70 80 90 100 体重 NOTE: 96 obs had missing values. Friday, October 13, 2023 10:40:54 PM 23 The UNIVARIATE Procedure Variable: resid1 (Residual) Moments N 675 Sum Weights 675 Mean 0 Sum Observations 0 Std Deviation 7.16589449 Variance 51.3500439 Skewness 1.18031619 Kurtosis 2.74035602 Uncorrected SS 34609.9296 Corrected SS 34609.9296 Coeff Variation . Std Error Mean 0.27581541 Basic Statistical Measures Location Variability Mean 0.00000 Std Deviation 7.16589 Median -0.90733 Variance 51.35004 Mode -2.90733 Range 50.17117 Interquartile Range 8.17117 Friday, October 13, 2023 10:40:54 PM 24 The UNIVARIATE Procedure Variable: resid1 (Residual) Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M -43.5 Pr >= |M| 0.0009 Signed Rank S -11382 Pr >= |S| 0.0246 Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.937023 Pr < W <0.0001 Kolmogorov-Smirnov D 0.085252 Pr > D <0.0100 Cramer-von Mises W-Sq 1.270249 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 7.871455 Pr > A-Sq <0.0050 Friday, October 13, 2023 10:40:54 PM 25 The UNIVARIATE Procedure Variable: resid1 (Residual) Quantiles (Definition 5) Level Quantile 100% Max 34.258434 99% 24.595373 95% 12.932312 90% 8.771955 75% Q3 3.435016 50% Median -0.907331 25% Q1 -4.736157 10% -7.997245 5% -9.741566 1% -12.314713 0% Min -15.912739 Friday, October 13, 2023 10:40:54 PM 26 The UNIVARIATE Procedure Variable: resid1 (Residual) Extreme Observations ------Lowest----- -----Highest----- Value Obs Value Obs -15.9127 658 27.9215 653 -14.5758 548 28.6793 356 -14.5704 335 30.9215 654 -14.1641 700 32.9215 655 -13.7470 671 34.2584 544 Missing Values -----Percent Of----- Missing Missing Value Count All Obs Obs . 96 12.45 100.00