Monday, November 16, 2020 10:39:12 PM 37 Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa 1 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 2 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 3 F 150.0 46.0 86 40000 . 4 F 151.7 41.5 80 自宅生 35000 . 5 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 6 F 153.0 46.5 87 下宿生 10000 . 7 F 153.0 55.0 78 自宅生 30000 . 8 F 154.4 44.0 75 自宅生 9000 au 2000 9 F 155.0 48.0 83 下宿生 180000 . 10 F 156.0 42.0 85 自宅生 0 DoCoMo 15000 Monday, November 16, 2020 10:39:12 PM 38 Plot of shintyou*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. shintyou | | 190 + | | A | A A | B A A A 180 + A A C C AAA A | B A BA B A A | ABAAA B B BA AA | A B B BAAB A A A | A DA CA 170 + C BD EC AA A A | ABAC AAA D | C AB AAA | A C A A A | AA B A A 160 + BCCA AA | A AAA | A AABAA A | AA A | A A 150 + A | A | A | | 140 + | ---+------------+------------+------------+------------+-- 20 40 60 80 100 taijyuu Monday, November 16, 2020 10:39:12 PM 39 The PRINCOMP Procedure Observations 157 Variables 3 Simple Statistics shintyou taijyuu kyoui Mean 168.9630573 60.29745223 85.87961783 StD 8.2893064 10.56333128 9.08721093 Covariance Matrix shintyou taijyuu kyoui shintyou 68.7126008 59.4152899 19.1188576 taijyuu 59.4152899 111.5839678 42.4632811 kyoui 19.1188576 42.4632811 82.5774024 Total Variance 262.87397109 Eigenvalues of the Covariance Matrix Eigenvalue Difference Proportion Cumulative 1 175.861980 113.969485 0.6690 0.6690 2 61.892495 36.772999 0.2354 0.9044 3 25.119496 0.0956 1.0000 Monday, November 16, 2020 10:39:12 PM 40 The PRINCOMP Procedure Eigenvectors Prin1 Prin2 Prin3 shintyou 0.494028 -.430097 0.755614 taijyuu 0.748683 -.231424 -.621222 kyoui 0.442053 0.872616 0.207677 Monday, November 16, 2020 10:39:13 PM 41 s h t k c i a j o a t n i k i d r s P P P t j y t u r u r r r O s y y o a k y u i i i b e o u u k a e w n n n s x u u i u i r a 1 2 3 1 F 146.7 41.0 85 自宅生 10000 Vodafone 6000 -25.8351 13.2736 -5.0170 2 F 148.0 43.0 80 自宅生 50000 DoCoMo 4000 -25.9057 7.8885 -6.3155 3 F 150.0 46.0 86 40000 . -20.0193 11.5698 -5.4219 4 F 151.7 41.5 80 自宅生 35000 . -25.2009 6.6443 -2.5879 5 F 152.0 35.0 77 自宅生 60000 DoCoMo 2000 -31.2452 5.4017 1.0537 6 F 153.0 46.5 87 下宿生 10000 . -17.7208 11.0364 -3.2580 7 F 153.0 55.0 78 自宅生 30000 . -15.3355 1.2157 -10.4074 8 F 154.4 44.0 75 自宅生 9000 au 2000 -24.2055 0.5414 -3.1392 9 F 155.0 48.0 83 下宿生 180000 . -17.3780 6.3386 -3.5093 10 F 156.0 42.0 85 自宅生 0 DoCoMo 15000 -20.4919 9.0423 1.3890 11 F 156.0 46.0 82 自宅生 10000 Vodafone 7000 -18.8234 5.4987 -1.7189 12 F 156.0 48.0 70 自宅生 30000 . -22.6306 -5.4355 -5.4534 13 F 156.0 49.0 85 自宅生 25000 . -15.2512 7.4223 -2.9595 14 F 156.0 50.0 82 自宅生 40000 Vodafone 10000 -15.8286 4.5730 -4.2038 15 M 156.0 61.0 90 自宅生 0 . -4.0567 9.0083 -9.3758 Monday, November 16, 2020 10:39:13 PM 42 Plot of Prin2*Prin1. Legend: A = 1 obs, B = 2 obs, etc. 20 + | | | | A | A A A | A A | | A A A AA AA | A B A A | A A AAADC A B A| AAA A | AAA AAAB DAB CAB F AA AAB AA A 0 +-----------A-----B-BB---A-AA+-BB--CCCC-AA--A-A------A------------------ | A B C ABC ADA BA | A A AACA B B A A Prin2 | B A B A A A | A A A A | A | | A | -20 + | | A | | | | | | | | | | | -40 + | | |A | | | A | | | | | | | -60 + | -+-------------+-------------+-------------+-------------+-------------+ -40 -20 0 20 40 60 Prin1 Monday, November 16, 2020 10:39:13 PM 43 Plot of Prin3*Prin2. Legend: A = 1 obs, B = 2 obs, etc. 20 + | | | | | | | | | | | | A A 10 + A A | | A BA | | A A AB | Prin3 | BAA AAA | A A | A BA A AD A A | A B AAABDAA A | A A AA A|BEBAA AAA A 0 +-----------------------------------------B-AB---AA+ABF-CAABB-----A----- | A AA|C ACAAA | A AAA ABBC AAAB A A A | ABBAA AB | AA A A A A AA | AA A | | A -10 + |A A | A | | | A | A | | A | | | | -20 + A | -+---------+---------+---------+---------+---------+---------+---------+ -50 -40 -30 -20 -10 0 10 20 Prin2 Monday, November 16, 2020 10:39:13 PM 44 Plot of Prin3*Prin1. Legend: A = 1 obs, B = 2 obs, etc. 20 + | | | | | | | | | | | | A A 10 + A | A | | A B A | A A A B Prin3 | A AD A B | AAB A| BA AA B | AA B B AB BB A A | A AA C ABB B|A C A A A 0 +---------------AA-ABBAAAA-A-A-AB-AA-C-BBA------------------------------ | AB BB A A| AAA A | AA ABA B AAA BAAAA B A | A A A A | A ABA A | B A A A A | A A | |A A A | | A -10 + A A | | A | | | A | | A | | A | | | | -20 + |A -+-------------+-------------+-------------+-------------+-------------+ -40 -20 0 20 40 60 Prin1 Monday, November 16, 2020 10:39:13 PM 45 Obs sex shintyou taijyuu kyoui jitaku kodukai 1 F 152.0 35.0 77.0 自宅生 60000 2 F 148.0 43.0 80.0 自宅生 50000 3 F 146.7 41.0 85.0 自宅生 10000 4 F 151.7 41.5 80.0 自宅生 35000 5 169.0 60.0 30.5 下宿生 70000 6 F 154.4 44.0 75.0 自宅生 9000 7 F 156.0 48.0 70.0 自宅生 30000 8 F 156.0 42.0 85.0 自宅生 0 9 F 156.5 45.0 80.0 下宿生 60000 10 F 150.0 46.0 86.0 40000 11 F 156.0 46.0 82.0 自宅生 10000 12 F 158.0 46.0 80.0 27500 13 M 168.0 54.0 56.0 40000 14 168.0 50.0 63.0 下宿生 . 15 M 160.0 48.0 76.0 自宅生 5000 16 F 153.0 46.5 87.0 下宿生 10000 Obs carryer tsuuwa Prin1 Prin2 Prin3 1 DoCoMo 2000 -31.2452 5.4017 1.0537 2 DoCoMo 4000 -25.9057 7.8885 -6.3155 3 Vodafone 6000 -25.8351 13.2736 -5.0170 4 . -25.2009 6.6443 -2.5879 5 9000 -24.6852 -48.2722 -11.2884 6 au 2000 -24.2055 0.5414 -3.1392 7 . -22.6306 -5.4355 -5.4534 8 DoCoMo 15000 -20.4919 9.0423 1.3890 9 au 10000 -20.2091 3.7699 -1.1352 10 . -20.0193 11.5698 -5.4219 11 Vodafone 7000 -18.8234 5.4987 -1.7189 12 Willcom 3000 -18.7194 2.8933 -0.6230 13 . -18.3990 -24.2019 -3.0209 14 . -18.2993 -17.1678 0.9177 15 No . -18.0022 -1.9202 -1.1849 16 . -17.7208 11.0364 -3.2580 Monday, November 16, 2020 10:39:13 PM 46 s h t k c i a j o a t n i k i d r s P P P t j y t u r u r r r O s y y o a k y u i i i b e o u u k a e w n n n s x u u i u i r a 1 2 3 17 F 155.0 48.0 83 下宿生 180000 . -17.3780 6.3386 -3.5093 18 F 159.5 47.0 80 自宅生 60000 25000 -17.2297 2.0167 -0.1108 19 M 163.0 46.0 80 自宅生 50000 . -16.2493 0.7428 3.1551 20 F 166.0 47.0 75 自宅生 30000 J-PHONE 8000 -16.2288 -5.1420 3.7623 21 F 156.0 50.0 82 自宅生 40000 Vodafone 10000 -15.8286 4.5730 -4.2038 22 F 153.0 55.0 78 自宅生 30000 . -15.3355 1.2157 -10.4074 23 F 156.0 49.0 85 自宅生 25000 . -15.2512 7.4223 -2.9595 24 F 162.0 45.5 85 下宿生 55000 au 5000 -14.9074 5.6517 3.7484 25 F 162.0 47.0 83 自宅生 200000 . -14.6685 3.5593 2.4013 26 F 159.0 49.0 83 80000 DoCoMo 12000 -14.6532 4.3868 -1.1080 27 F 158.0 49.0 85 自宅生 0 . -14.2631 6.5621 -1.4483 28 F 159.0 49.0 85 自宅生 0 DoCoMo 10000 -13.7691 6.1320 -0.6927 29 F 158.0 50.0 85 自宅生 30000 DoCoMo 10000 -13.5144 6.3307 -2.0695 30 F 160.0 50.0 83 下宿生 150000 DoCoMo 12000 -13.4105 3.7253 -0.9736 31 F 160.0 50.0 85 自宅生 20000 Vodafone 5000 -12.5264 5.4705 -0.5583 32 F 159.0 49.0 88 自宅生 30000 . -12.4429 8.7499 -0.0696 33 F 166.0 48.0 82 50000 . -12.3857 0.7349 4.5948 34 F 166.0 48.0 82 下宿生 300000 . -12.3857 0.7349 4.5948 35 F 157.0 53.0 84 自宅生 30000 . -12.2044 5.1939 -4.8965 36 F 161.0 53.0 80 20000 10000 -11.9965 -0.0170 -2.7047 37 M 163.0 51.0 82 自宅生 10000 . -11.6218 1.3309 0.4643 38 F 160.0 50.0 89 自宅生 65000 . -10.7581 8.9610 0.2724 39 F 160.0 53.0 84 自宅生 25000 DoCoMo 3000 -10.7224 3.9036 -2.6296 40 F 164.0 51.0 83 自宅生 70000 . -10.6857 1.7734 1.4276 41 M 170.0 55.0 70 50000 J-PHONE 7000 -10.4735 -13.0768 0.7766 42 F 164.0 51.0 85 自宅生 40000 . -9.8016 3.5187 1.8430 43 F 162.0 52.0 86 自宅生 30000 . -9.5989 5.0201 -0.0818 44 173.0 51.5 76 自宅生 0 5500 -8.9595 -8.3215 6.4638 Monday, November 16, 2020 10:39:13 PM 47 s h t k c i a j o a t n i k i d r s P P P t j y t u r u r r r O s y y o a k y u i i i b e o u u k a e w n n n s x u u i u i r a 1 2 3 45 M 169.0 56.0 75 自宅生 50000 . -8.00855 -8.5151 0.4381 46 F 165.0 54.0 84 下宿生 50000 Vodafone 10000 -7.50354 1.5217 0.5272 47 168.0 55.0 80 自宅生 0 2500 -7.04099 -3.4905 1.3421 48 F 160.2 57.2 85 下宿生 75000 DoCoMo 9000 -7.03704 3.7182 -4.8800 49 F 167.0 53.0 85 自宅生 50000 au 13000 -6.82212 1.7655 2.8674 50 F 167.0 53.0 85 下宿生 130000 . -6.82212 1.7655 2.8674 51 M 163.0 60.0 78 80000 . -6.65182 -4.2424 -5.9574 52 M 166.0 55.0 85 100000 . -5.81878 1.7328 0.8693 53 179.0 52.0 76 自宅生 0 7000 -5.62095 -11.0177 10.6869 54 175.0 55.0 76 自宅生 0 4380 -5.35101 -9.9916 5.8007 55 167.0 55.0 85 自宅生 0 5000 -5.32475 1.3027 1.6249 56 F 163.0 55.0 90 自宅生 100000 J-PHONE . -5.09060 7.3862 -0.3592 57 F 160.0 59.0 88 下宿生 100000 . -4.46206 6.0055 -5.5263 58 M 165.0 55.0 90 自宅生 10000 DoCoMo 7000 -4.10254 6.5260 1.1521 59 F 165.0 58.0 85 50000 DoCoMo 10000 -4.06676 1.4686 -1.7500 60 M 156.0 61.0 90 自宅生 0 . -4.05669 9.0083 -9.3758 61 168.0 56.0 86 自宅生 20000 UQ-mobil 2140 -3.63999 1.5138 1.9670 62 170.0 60.0 80 自宅生 80000 2000 -2.30952 -5.5078 -0.2527 63 165.0 61.0 84 自宅生 0 8500 -2.26277 -0.0983 -3.8213 64 M 168.0 62.0 80 下宿生 120000 . -1.80021 -5.1105 -3.0064 65 170.0 58.0 85 自宅生 . 4380 -1.59662 -0.6819 2.0281 66 M 168.0 58.0 88 下宿生 15000 . -1.25852 2.7962 1.1399 67 M 171.0 56.0 89 自宅生 65000 . -0.83175 2.8413 4.8568 68 M 166.0 60.0 88 下宿生 150000 . -0.74921 3.1935 -1.6138 69 170.0 55.0 92 自宅生 0 5500 -0.74830 6.1207 5.3455 70 M 170.0 60.0 84 下宿生 120000 . -0.54131 -2.0173 0.5780 71 169.3 63.0 80 自宅生 0 5000 -0.40930 -5.9010 -2.6453 72 177.0 58.0 80 自宅生 0 3980 -0.34870 -8.0556 6.2790 Monday, November 16, 2020 10:39:14 PM 48 Obs sex shintyou taijyuu kyoui jitaku kodukai 73 M 170.0 58.0 88.0 下宿生 163000 74 175.0 58.0 83.0 . 75 M 178.0 59.0 78.0 自宅生 0 76 M 180.5 55.0 82.0 自宅生 0 77 175.0 57.0 85.0 自宅生 . 78 M 175.0 60.0 80.0 自宅生 15000 79 M 176.0 57.0 85.0 自宅生 20000 80 170.0 65.0 80.0 下宿生 105000 81 163.0 65.0 88.5 自宅生 0 82 M 170.0 60.0 90.0 自宅生 0 83 M 173.0 84.0 46.0 下宿生 350000 84 M 173.0 60.0 87.0 下宿生 100000 85 M 167.0 60.0 94.0 自宅生 . 86 M 168.0 65.0 85.0 . 87 M 181.0 60.0 80.0 下宿生 160000 88 169.2 63.5 87.7 下宿生 40000 Obs carryer tsuuwa Prin1 Prin2 Prin3 73 . -0.27046 1.9360 2.6511 74 . -0.01059 -4.5776 5.3908 75 Vodafone 10000 0.00991 -10.4624 5.9980 76 . 0.01846 -7.1215 11.2027 77 4000 0.12483 -2.6009 6.4274 78 . 0.16061 -7.6583 3.5253 79 au 3000 0.61886 -3.0310 7.1830 80 3000 1.43389 -6.6649 -3.3589 81 9000 1.73315 3.7630 -6.8829 82 . 2.11101 3.2184 1.8240 83 . 2.11113 -42.0212 -19.9562 84 . 2.26693 -0.6898 3.4678 85 . 2.39714 7.9991 0.3879 86 . 2.65610 -1.4416 -3.8317 87 . 3.12478 -10.2389 8.0590 88 7000 3.31945 0.7454 -1.4324 Monday, November 16, 2020 10:39:14 PM 49 s h t k c i a j o a t n i k i d r s P P P t j y t u r u r r r O s y y o a k y u i i i b e o u u k a e w n n n s x u u i u i r a 1 2 3 89 M 170.0 65.0 85.0 自宅生 60000 . 3.6442 -2.3018 -2.3205 90 M 174.3 62.4 85.0 自宅生 20000 . 3.8219 -3.5496 2.5438 91 M 172.0 61.0 90.0 自宅生 25000 . 3.8477 2.1267 2.7140 92 M 162.0 62.0 100.0 自宅生 0 . 4.0767 14.9225 -3.3866 93 M 174.0 60.0 90.0 自宅生 10000 . 4.0871 1.4980 4.8465 94 M 171.0 62.0 90.0 自宅生 0 . 4.1024 2.3254 1.3372 95 162.0 68.0 90.0 自宅生 0 3000 4.1482 4.8078 -9.1907 96 M 172.0 62.0 89.0 下宿生 130000 . 4.1544 1.0227 1.8851 97 M 179.0 60.0 85.0 自宅生 300000 . 4.3470 -5.0156 7.5862 98 M 170.0 63.0 90.0 自宅生 30000 . 4.3571 2.5241 -0.0396 99 M 170.0 63.0 90.0 0 au 2500 4.3571 2.5241 -0.0396 100 177.0 62.0 84.0 下宿生 60000 8000 4.4142 -5.4909 4.6248 101 170.0 64.0 89.0 自宅生 0 3278 4.6637 1.4201 -0.8685 102 171.0 63.0 90.0 下宿生 50000 10000 4.8511 2.0940 0.7160 103 M 167.0 65.0 92.0 78000 . 5.2564 5.0968 -3.1336 104 180.0 60.0 87.4 自宅生 0 5000 5.9019 -3.3514 8.8402 105 M 175.0 68.0 80.0 150000 au 15000 6.1501 -9.5097 -1.4445 106 180.0 60.0 88.0 自宅生 . 7700 6.1672 -2.8278 8.9648 107 176.6 62.3 88.0 自宅生 . 5000 6.2095 -1.8978 4.9669 108 M 182.0 60.0 87.0 下宿生 100000 . 6.7132 -4.5607 10.2684 109 M 172.0 62.0 95.0 自宅生 15000 . 6.8067 6.2584 3.1312 110 M 170.0 63.0 96.0 自宅生 30000 . 7.0094 7.7598 1.2064 111 M 167.0 65.0 96.0 自宅生 30000 . 7.0247 8.5872 -2.3029 112 M 174.0 63.0 92.0 自宅生 30000 au 3000 7.2173 2.5489 3.3982 113 M 176.0 67.0 83.0 下宿生 0 . 7.2216 -7.0905 0.5554 114 170.0 68.0 90.0 自宅生 80000 3000 8.1005 1.3670 -3.1458 115 M 175.0 65.0 90.0 自宅生 . . 8.3246 -0.0892 2.4960 116 M 169.0 69.0 90.0 . . 8.3551 1.5656 -4.5226 Monday, November 16, 2020 10:39:14 PM 50 s h t k c i a j o a t n i k i d r s P P P t j y t u r u r r r O s y y o a k y u i i i b e o u u k a e w n n n s x u u i u i r a 1 2 3 117 173.0 67.0 89 自宅生 0 7000 8.3918 -0.5645 -0.4654 118 M 177.0 66.0 87 下宿生 40000 DoCoMo 6000 8.7351 -3.7987 2.7630 119 181.0 67.0 82 自宅生 0 . 9.2497 -10.1136 4.1258 120 M 171.0 70.0 89 自宅生 60000 . 9.6498 -0.3986 -3.8403 121 176.0 65.0 92 自宅生 0 7500 9.7027 1.2259 3.6669 122 M 180.0 65.0 88 自宅生 30000 . 9.9106 -3.9850 5.8587 123 M 180.0 64.0 90 自宅生 35000 . 10.0460 -2.0083 6.8953 124 M 180.0 64.0 90 下宿生 60000 au 10000 10.0460 -2.0083 6.8953 125 172.0 71.0 88 自宅生 . 7000 10.4505 -1.9327 -3.9136 126 M 172.0 70.0 90 自宅生 30000 . 10.5859 0.0439 -2.8770 127 M 173.0 68.0 93 30000 au 350 10.9087 2.6945 -0.2559 128 M 168.0 65.0 104 下宿生 60000 au . 11.0551 15.1381 0.1142 129 M 173.8 69.6 90 自宅生 30000 DoCoMo 13000 11.1757 -0.6377 -1.2684 130 177.0 70.0 86 自宅生 0 5500 11.2878 -5.5970 0.0704 131 183.0 62.0 93 自宅生 0 3000 11.3569 -0.2179 11.0276 132 177.0 68.0 90 下宿生 70000 7000 11.5587 -1.6437 2.1435 133 M 172.0 72.0 89 下宿生 150000 . 11.6412 -1.2915 -4.3271 134 173.0 72.0 90 自宅生 0 1500 12.5773 -0.8490 -3.3638 135 173.0 72.0 90 下宿生 30000 3000 12.5773 -0.8490 -3.3638 136 M 170.0 74.0 90 自宅生 0 . 12.5926 -0.0216 -6.8731 137 M 178.0 66.0 95 自宅生 30000 au 3000 12.7656 2.7521 5.1800 138 M 184.0 68.0 85 30000 . 12.8066 -9.0175 6.3945 139 M 175.0 70.0 95 下宿生 50000 8000 14.2782 3.1167 0.4282 140 175.0 70.0 95 下宿生 50000 4800 14.2782 3.1167 0.4282 141 180.0 74.0 85 自宅生 0 3000 15.3226 -8.6856 -0.3553 142 M 182.0 70.0 90 下宿生 100000 . 15.5262 -4.2570 4.6792 143 180.0 72.0 90 下宿生 80000 3000 16.0355 -3.8597 1.9255 144 M 173.0 71.0 100 下宿生 0 . 16.2491 8.1086 -0.6658 Monday, November 16, 2020 10:39:14 PM 51 s h t k c i a j o a t n i k i d r s P P P t j y t u r u r r r O s y y o a k y u i i i b e o u u k a e w n n n s x u u i u i r a 1 2 3 145 M 180.0 70.0 94 下宿生 70000 au 5000 16.3063 0.0936 3.9986 146 M 185.0 68.0 93 自宅生 0 . 16.8370 -2.4666 8.8115 147 M 178.7 71.2 95 0 . 17.0046 1.2477 2.4786 148 176.0 72.0 98 下宿生 90000 2840 17.5958 4.8416 0.5644 149 M 175.0 77.0 95 下宿生 130000 . 19.5190 1.4968 -3.9203 150 174.0 80.0 95 自宅生 0 9000 21.2710 1.2326 -6.5396 151 M 176.5 78.0 96 自宅生 10000 . 21.4508 1.4928 -3.2004 152 M 169.3 88.5 94 自宅生 0 . 24.8709 0.4143 -15.5790 153 173.0 90.0 90 自宅生 80000 1500 26.0536 -5.0146 -14.5458 154 M 178.0 78.0 110 下宿生 50000 . 28.3806 13.0643 0.8405 155 179.0 87.0 102 自宅生 . . 32.0763 3.5704 -5.6563 156 M 182.0 90.0 100 自宅生 40000 . 34.9204 -0.1594 -5.6685 157 M 178.0 100.0 112 下宿生 60000 . 45.7357 9.7182 -12.4111