Friday, October 13, 2023 10:42:50 PM 47 Obs No Xsex Xshintyou Xtaijyuu Xkyoui Xjitaku Xkodukai Xcarryer Xtsuushin 1 2 F 145.5 42.0 76 自宅生 0 3700 2 3 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 3 5 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 4 8 F 150.0 43.0 82 自宅生 0 4980 5 9 F 150.0 46.0 86 40000 . 6 16 F 151.7 41.5 80 自宅生 35000 . 7 17 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 8 23 F 153.0 46.5 87 下宿生 10000 . 9 25 F 153.0 55.0 78 自宅生 30000 . 10 32 F 154.4 44.0 75 自宅生 9000 au 2000 Friday, October 13, 2023 10:42:50 PM 48 The MEANS Procedure Variable Label N Mean Std Dev Minimum ------------------------------------------------------------------------------ No 227 370.9162996 212.2057714 2.0000000 Xshintyou 身長 227 168.9308370 7.7768900 145.5000000 Xtaijyuu 体重 227 60.0850220 9.0699272 35.0000000 Xkyoui 胸囲 227 86.6198238 7.0353409 60.0000000 Xkodukai 仕送り月額 205 39421.98 50427.36 0 Xtsuushin 月額通信料 140 5429.31 3537.61 0 ------------------------------------------------------------------------------ Variable Label Maximum ------------------------------------------ No 726.0000000 Xshintyou 身長 185.0000000 Xtaijyuu 体重 84.5000000 Xkyoui 胸囲 110.0000000 Xkodukai 仕送り月額 300000.00 Xtsuushin 月額通信料 25000.00 ------------------------------------------ Friday, October 13, 2023 10:42:50 PM 49 The REG Procedure Model: MODEL1 Dependent Variable: Xtaijyuu 体重 Number of Observations Read 227 Number of Observations Used 227 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 2 12660 6329.96980 239.04 <.0001 Error 224 5931.62948 26.48049 Corrected Total 226 18592 Root MSE 5.14592 R-Square 0.6810 Dependent Mean 60.08502 Adj R-Sq 0.6781 Coeff Var 8.56440 Friday, October 13, 2023 10:42:50 PM 50 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 -100.51086 7.66144 -13.12 <.0001 Xshintyou 身長 1 0.66051 0.04675 14.13 <.0001 Xkyoui 胸囲 1 0.56587 0.05168 10.95 <.0001 Friday, October 13, 2023 10:42:51 PM 51 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 4 4 1 2 F 145.5 42.0 76 自宅生 0 3700 38.5993 3.4007 2 3 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 44.4848 -3.4848 3 5 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 42.5141 0.4859 4 8 F 150.0 43.0 82 自宅生 0 4980 44.9668 -1.9668 5 9 F 150.0 46.0 86 40000 . 47.2303 -1.2303 6 16 F 151.7 41.5 80 自宅生 35000 . 44.9579 -3.4579 7 17 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 43.4585 -8.4585 8 23 F 153.0 46.5 87 下宿生 10000 . 49.7777 -3.2777 9 25 F 153.0 55.0 78 自宅生 30000 . 44.6849 10.3151 10 32 F 154.4 44.0 75 自宅生 9000 au 2000 43.9120 0.0880 11 34 F 155.0 48.0 83 下宿生 180000 . 48.8352 -0.8352 12 39 F 156.0 42.0 85 自宅生 0 DoCoMo 15000 50.6275 -8.6275 13 41 F 156.0 46.0 82 自宅生 10000 Vodafone 7000 48.9299 -2.9299 14 42 F 156.0 48.0 70 自宅生 30000 . 42.1394 5.8606 15 43 F 156.0 49.0 85 自宅生 25000 . 50.6275 -1.6275 Friday, October 13, 2023 10:42:51 PM 52 Plot of Xtaijyuu*Xshintyou. Legend: A = 1 obs, B = 2 obs, etc. | 100 + | | | A 80 + A B A A A 体 | AA A B A AB A 重 | AA ABD CDB DCB A DA A A A | AA B BB CHB DB ABBA CA 60 + A A AA BACC BFD ECAAD CA ABA AA | A A BA CAB DACFACCB A BA A | AC E CF AAB BB AA A A | A B A A B A A BA A 40 + A A A A A | A | | 20 + | --+------------+------------+------------+------------+------------+-- 140 150 160 170 180 190 身長 Friday, October 13, 2023 10:42:51 PM 53 Plot of Xtaijyuu*Xkyoui. Legend: A = 1 obs, B = 2 obs, etc. | 100 + | | | A 80 + A BA A A 体 | A A A AA BAA A 重 | C AA A BM BDA C C A A | A B AA C DCABHB C A BB A 60 + A B F AC FBCH DH AAA A A | B AA A D C G JBA AE A | A B C C FE FB A A | B E BA AAA 40 + AA A B | A | | 20 + | --+------------+------------+------------+------------+------------+-- 60 70 80 90 100 110 胸囲 Friday, October 13, 2023 10:42:51 PM 54 Plot of pred4*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc. 80 + A | | A A A A A A | A B AA BADCBA B AA A A | A E ACA DBAC D AAB A A | AABB GCEDB BABCACAC A 60 + AAA ACBDAFAABA E AA | B BACEB GAAA AABA B A | AAA CDB C AA A A A pred4 | B CBBBA CB AA A A | AA A A A | A AABA A A A 40 + A | | | | | 20 + ---+----------+----------+----------+----------+----------+----------+-- 30 40 50 60 70 80 90 体重 Friday, October 13, 2023 10:42:51 PM 55 Plot of resid4*Xshintyou. Legend: A = 1 obs, B = 2 obs, etc. | 20 + | A | A A | A B A R 10 + A A A e | A B A B BBB BB B A A s | A C AA B FA B A BA A i | A AB AA B B DCB B A A A BB A d 0 +-----------A--A-----AAA--A--B--B---AA-BB--CC-ACAADB-B-AA---A--A-------- u | A A A A BA C CB CB BBA BCABDD CB AAAACB D a | AA BBA BCA A BA AD A ABA l | A A AB AB A A A AB A -10 + A A A AA | | | -20 + | -+-------------+-------------+-------------+-------------+-------------+ 140 150 160 170 180 190 身長 Friday, October 13, 2023 10:42:51 PM 56 Plot of resid4*Xkyoui. Legend: A = 1 obs, B = 2 obs, etc. | 20 + | A | A A |A A A A R 10 + A A A e | A D B BABE AAA s | A C A A ACA BA C A AA A A i | A AA D BA AAA BA BBA DB A A d 0 +---------------------AA-----E--AA-CEA-AA-BGA-----DA--B--C-------------- u | A A G EB CJD BDAAI CA B A AA a | AA A AB BE AB AG B A l | AA A A BA BB AA A A -10 + A A A AA | | | -20 + | -+-------------+-------------+-------------+-------------+-------------+ 60 70 80 90 100 110 胸囲 Friday, October 13, 2023 10:42:51 PM 57 Plot of resid4*Xtaijyuu. Legend: A = 1 obs, B = 2 obs, etc. | 20 + | A | A A | A A A A R 10 + A A A e | AAAA D AABAC B AA s | A AA AA A AA CABA C AA A A i | A CB AA A B ABB A BD B AA AA d 0 +----------------AA--A-C-A--B--B-A--EABDA-CB-B-CCA-A-------------------- u | AAA ACA DDAABB ECBEADCCCA B AAAA A a | A AABBDA AAAA F A B AA l | A B AAB A AA AA B A -10 + A B A A | | | -20 + | ---+----------+----------+----------+----------+----------+----------+-- 30 40 50 60 70 80 90 体重 Friday, October 13, 2023 10:42:51 PM 58 The UNIVARIATE Procedure Variable: resid4 (Residual) Moments N 227 Sum Weights 227 Mean 0 Sum Observations 0 Std Deviation 5.12309946 Variance 26.2461481 Skewness 0.60355029 Kurtosis 0.26175134 Uncorrected SS 5931.62948 Corrected SS 5931.62948 Coeff Variation . Std Error Mean 0.34003205 Basic Statistical Measures Location Variability Mean 0.00000 Std Deviation 5.12310 Median -1.00650 Variance 26.24615 Mode -7.53495 Range 28.56650 Interquartile Range 6.77231 Note: The mode displayed is the smallest of 8 modes with a count of 2. Friday, October 13, 2023 10:42:51 PM 59 The UNIVARIATE Procedure Variable: resid4 (Residual) Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M -15.5 Pr >= |M| 0.0462 Signed Rank S -819 Pr >= |S| 0.4095 Tests for Normality Test --Statistic--- -----p Value------ Shapiro-Wilk W 0.974426 Pr < W 0.0004 Kolmogorov-Smirnov D 0.083384 Pr > D <0.0100 Cramer-von Mises W-Sq 0.340859 Pr > W-Sq <0.0050 Anderson-Darling A-Sq 1.815785 Pr > A-Sq <0.0050 Friday, October 13, 2023 10:42:51 PM 60 The UNIVARIATE Procedure Variable: resid4 (Residual) Quantiles (Definition 5) Level Quantile 100% Max 17.57832 99% 13.82464 95% 8.54090 90% 7.31452 75% Q3 3.31436 50% Median -1.00650 25% Q1 -3.45795 10% -5.80650 5% -7.53495 1% -9.09054 0% Min -10.98818 Friday, October 13, 2023 10:42:51 PM 61 The UNIVARIATE Procedure Variable: resid4 (Residual) Extreme Observations ------Lowest------ -----Highest----- Value Obs Value Obs -10.98818 225 12.2907 152 -10.11230 218 12.4613 155 -9.09054 40 13.8246 169 -8.93243 223 15.3733 127 -8.83571 108 17.5783 54