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Sunday, October 31, 2021 05:00:50 PM 30 Plot of shintyou*taijyuu. Legend: A = 1 obs, B = 2 obs, etc. shintyou | | 190 + | | A | A A A | B A A A 180 + A A C C AAAB A | B A BA B A A | ABABA B C BAA AA | A B BA BAAB AA A A | AA AEA A DA 170 + A D CDCED BA A A A A | ADADAABB D | C BAABAAAAA | A C AA A B | A AA B A A A 160 + BCDA AA | AAAAB | A AABAA A | AA A | A A 150 + A | A | B | | 140 + | ---+------------+------------+------------+------------+-- 20 40 60 80 100 taijyuu Sunday, October 31, 2021 05:00:50 PM 31 The PRINCOMP Procedure Observations 199 Variables 2 Simple Statistics shintyou taijyuu Mean 168.8497487 60.44773869 StD 7.9248036 10.50548113 Covariance Matrix shintyou taijyuu shintyou 62.8025126 56.7763504 taijyuu 56.7763504 110.3651337 Total Variance 173.16764631 Eigenvalues of the Covariance Matrix Eigenvalue Difference Proportion Cumulative 1 148.139527 123.111408 0.8555 0.8555 2 25.028119 0.1445 1.0000 Sunday, October 31, 2021 05:00:50 PM 32 The PRINCOMP Procedure Eigenvectors Prin1 Prin2 shintyou 0.553923 0.832568 taijyuu 0.832568 -.553923 Sunday, October 31, 2021 05:00:51 PM 33 s h t k c i a j o a t n i k i d r s P P t j y t u r u r r O s y y o a k y u i i b e o u u k a e w n n s x u u i u i r a 1 2 1 F 145.5 42.0 76 ��������� 0 3700 -28.2930 -9.2216 2 F 146.7 41.0 85 ��������� 10000 Vodafone 6000 -28.4608 -7.6686 3 F 148.0 43.0 80 ��������� 50000 DoCoMo 4000 -26.0756 -7.6941 4 F 150.0 46.0 86 40000 . -22.4700 -7.6908 5 F 151.7 41.5 80 ��������� 35000 . -25.2749 -3.7827 6 F 152.0 35.0 77 ��������� 60000 DoCoMo 2000 -30.5204 0.0675 7 F 153.0 46.5 87 ��������� 10000 . -20.3920 -5.4700 8 F 153.0 55.0 78 ��������� 30000 . -13.3152 -10.1784 9 F 154.4 44.0 75 ��������� 9000 au 2000 -21.6979 -2.9196 10 F 155.0 48.0 83 ��������� 180000 . -18.0353 -4.6358 11 F 156.0 42.0 85 ��������� 0 DoCoMo 15000 -22.4768 -0.4797 12 F 156.0 46.0 82 ��������� 10000 Vodafone 7000 -19.1465 -2.6953 13 F 156.0 48.0 70 ��������� 30000 . -17.4814 -3.8032 14 F 156.0 49.0 85 ��������� 25000 . -16.6488 -4.3571 15 F 156.0 50.0 82 ��������� 40000 Vodafone 10000 -15.8162 -4.9110 Sunday, October 31, 2021 05:00:51 PM 34 Plot of Prin2*Prin1. Legend: A = 1 obs, B = 2 obs, etc. 20 + | | | | | | | | | | A| A | | A A 10 + | C | A A|AAAA AA | AA C A Prin2 | A A A A | B B A | B AA BA | B B AA | AA B CABB B| A B AAAA AA | A B A AB A CBBB A AA A AA 0 +---------A------A----AA---A--BA--A-A-DA---A--B-A----------------------- | A AACCA A A AB ABABBACA A A A | A A B B A A| B AA BBB A A A | A BAA A A A B A A A A | A A A | A A | A A A A A AA A A A | A | A -10 + A | A A | A | A | | A | | A | | A | | | | -20 + | --+----------------+----------------+----------------+----------------+- -40 -20 0 20 40 Prin1
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Sunday, October 31, 2021 03:26:02 PM 59 The PRINCOMP Procedure Observations 199 Variables 3 Simple Statistics shintyou taijyuu kyoui Mean 168.8497487 60.44773869 86.34221106 StD 7.9248036 10.50548113 8.88626378 Covariance Matrix shintyou taijyuu kyoui shintyou 62.8025126 56.7763504 20.7993036 taijyuu 56.7763504 110.3651337 47.7707020 kyoui 20.7993036 47.7707020 78.9656840 Total Variance 252.13333029 Eigenvalues of the Covariance Matrix Eigenvalue Difference Proportion Cumulative 1 175.540573 121.609468 0.6962 0.6962 2 53.931105 31.269454 0.2139 0.9101 3 22.661651 0.0899 1.0000 Sunday, October 31, 2021 03:26:02 PM 60 The PRINCOMP Procedure Eigenvectors Prin1 Prin2 Prin3 shintyou 0.464556 -.478107 0.745387 taijyuu 0.749904 -.235289 -.618290 kyoui 0.470991 0.846199 0.249230 Sunday, October 31, 2021 03:26:03 PM 61 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 145.5 42.0 76 ��������� 0 3700 -29.5524 6.7527 -8.5761 2 F 146.7 41.0 85 ��������� 10000 Vodafone 6000 -25.5059 14.0300 -4.8203 3 F 148.0 43.0 80 ��������� 50000 DoCoMo 4000 -25.7571 8.7069 -6.3340 4 F 150.0 46.0 86 40000 . -19.7523 12.1220 -5.2027 5 F 151.7 41.5 80 ��������� 35000 . -25.1631 7.2908 -2.6487 6 F 152.0 35.0 77 ��������� 60000 DoCoMo 2000 -31.3111 6.1382 0.8462 7 F 153.0 46.5 87 ��������� 10000 . -17.5127 11.4163 -3.0265 8 F 153.0 55.0 78 ��������� 30000 . -15.3775 1.8005 -10.5250 9 F 154.4 44.0 75 ��������� 9000 au 2000 -24.3890 1.1807 -3.4280 10 F 155.0 48.0 83 ��������� 180000 . -17.3427 6.7223 -3.4601 11 F 156.0 42.0 85 ��������� 0 DoCoMo 15000 -20.4356 9.3483 1.4935 12 F 156.0 46.0 82 ��������� 10000 Vodafone 7000 -18.8490 5.8686 -1.7273 13 F 156.0 48.0 70 ��������� 30000 . -23.0011 -4.7564 -5.9547 14 F 156.0 49.0 85 ��������� 25000 . -15.1863 7.7013 -2.8345 15 F 156.0 50.0 82 ��������� 40000 Vodafone 10000 -15.8494 4.9274 -4.2005 Sunday, October 31, 2021 03:26:03 PM 62 Plot of Prin2*Prin1. Legend: A = 1 obs, B = 2 obs, etc. 20 + | | | A | A | A A A | A A | A | B A A A A AB | AA A A | AA AABCD A BAB| AAAB A A | AABAAABB DB CAC E A AAB AA A A 0 +-----------A----A--DA--BBBBC+BBD-ADCAA-AA-ABAA------------------------- | A A ABA AC E D DCBAA AA | A A A BBAA BB AAA AA A Prin2 | A AA BA A A | AA A| A A A A | A | | A | -20 + | | A | | | | | | | | | | | -40 + | | A | | | A | | | | | | | -60 + | -+-------------+-------------+-------------+-------------+-------------+ -40 -20 0 20 40 60 Prin1 Sunday, October 31, 2021 03:26:03 PM 63 Plot of Prin3*Prin2. Legend: A = 1 obs, B = 2 obs, etc. Prin3 | | | | 20 + | | | | | | | | A| 10 + A A A B | | A A BB | | ABB B B A|AB A | A A AC CBBCA ABA | BBACCDHEBD AA A A 0 +---------------------------------A---A--AAA-B---AAADGAAADC-B----A-A---- | A B BBCCCADBBADB A | A B A AEABBA BC AA A B | AA AAA A A A A | A A A -10 + | A A A | | A | A A | | A | | -20 + | | A | | | | | | | -30 + | | | -+---------+---------+---------+---------+---------+---------+---------+ -50 -40 -30 -20 -10 0 10 20 Prin2 Sunday, October 31, 2021 03:26:03 PM 64 Plot of Prin3*Prin1. Legend: A = 1 obs, B = 2 obs, etc. Prin3 | | | | 20 + | | | | | | | | | A 10 + A A| B A | A AAA B | A A DB AAA AAA | A AA B AABA AAA A BAA BA | A A AAAA DBBACBABD BBAA AB A A 0 +------A--------BA-ACBBAAB-BA+AAD-AA-C-CA--A---------------------------- | A ABAABBA AB D|ACACAAAA A A A | AA AABA B A B |ABAA ABAB A A A | A A A A A |A A A A | A | A A -10 + A A | A | | A | A | A | | A | | -20 + | | A | | | | | | -30 + | | | -+-------------+-------------+-------------+-------------+-------------+ -40 -20 0 20 40 60 Prin1
Sunday, October 31, 2021 03:26:46 PM 77 The PRINCOMP Procedure Observations 199 Variables 3 Simple Statistics shintyou taijyuu kyoui Mean 168.8497487 60.44773869 86.34221106 StD 7.9248036 10.50548113 8.88626378 Correlation Matrix shintyou taijyuu kyoui shintyou 1.0000 0.6820 0.2954 taijyuu 0.6820 1.0000 0.5117 kyoui 0.2954 0.5117 1.0000 Eigenvalues of the Correlation Matrix Eigenvalue Difference Proportion Cumulative 1 2.00917168 1.28938921 0.6697 0.6697 2 0.71978247 0.44873662 0.2399 0.9097 3 0.27104585 0.0903 1.0000 Sunday, October 31, 2021 03:26:46 PM 78 The PRINCOMP Procedure Eigenvectors Prin1 Prin2 Prin3 shintyou 0.581024 -.562895 0.587844 taijyuu 0.644596 -.122703 -.754613 kyoui 0.496898 0.817370 0.291546
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Sunday, October 31, 2021 03:28:00 PM 124 Obs X01 X02 X03 X04 X05 X06 X07 X08 X09 X10 1 7.69 7.31 7.47 7.76 7.87 7.51 7.24 7.70 7.91 7.95 2 6.59 5.56 6.21 6.04 5.81 6.64 6.11 6.53 6.44 6.64 3 4.55 4.18 4.36 4.25 4.53 4.60 3.66 4.04 3.68 4.43 4 6.78 6.11 6.30 5.98 5.56 6.37 6.29 5.43 5.32 5.28 5 6.47 6.24 6.02 5.42 5.88 6.00 5.60 4.60 5.40 5.95 6 6.96 6.81 6.91 6.48 6.23 7.09 7.27 7.13 6.86 7.36 7 6.57 5.70 5.89 5.16 5.30 6.07 5.56 4.50 4.92 5.33 8 7.32 6.95 6.02 4.98 4.88 6.82 6.40 5.53 5.61 5.33 9 6.51 6.15 5.51 4.68 4.16 5.17 4.81 4.70 4.86 3.82 10 6.86 6.05 5.85 6.14 6.75 6.71 5.39 5.42 6.03 6.59 Sunday, October 31, 2021 03:28:00 PM 125 The PRINCOMP Procedure Observations 100 Variables 10 Simple Statistics X01 X02 X03 X04 X05 Mean 6.038100000 5.784800000 5.947100000 5.669500000 5.640600000 StD 1.239147389 1.034139939 0.825972699 0.915395124 0.884228614 Simple Statistics X06 X07 X08 X09 X10 Mean 5.781300000 5.563900000 5.379400000 5.517400000 5.542100000 StD 1.294327683 1.182607883 1.121124814 1.016264322 1.130856737 Correlation Matrix X01 X02 X03 X04 X05 X01 M(-15) 1.0000 0.8708 0.5158 0.3701 0.1723 X02 M(16-20) 0.8708 1.0000 0.7588 0.6043 0.4021 X03 M(21-30) 0.5158 0.7588 1.0000 0.8524 0.7262 X04 M(31-40) 0.3701 0.6043 0.8524 1.0000 0.8742 X05 M(41-) 0.1723 0.4021 0.7262 0.8742 1.0000 X06 F(-15) 0.9384 0.8207 0.5164 0.3580 0.2077 X07 F(16-20) 0.8107 0.8381 0.6584 0.4875 0.3543 X08 F(21-30) 0.6161 0.7095 0.6990 0.6199 0.5235 X09 F(31-40) 0.5003 0.6470 0.7013 0.7207 0.7101 X10 F(41-) 0.3298 0.4569 0.5584 0.6321 0.7479 Sunday, October 31, 2021 03:28:00 PM 126 The PRINCOMP Procedure Correlation Matrix X06 X07 X08 X09 X10 X01 0.9384 0.8107 0.6161 0.5003 0.3298 X02 0.8207 0.8381 0.7095 0.6470 0.4569 X03 0.5164 0.6584 0.6990 0.7013 0.5584 X04 0.3580 0.4875 0.6199 0.7207 0.6321 X05 0.2077 0.3543 0.5235 0.7101 0.7479 X06 1.0000 0.8888 0.7465 0.6215 0.4932 X07 0.8888 1.0000 0.8949 0.7679 0.6415 X08 0.7465 0.8949 1.0000 0.8528 0.7741 X09 0.6215 0.7679 0.8528 1.0000 0.9112 X10 0.4932 0.6415 0.7741 0.9112 1.0000 Eigenvalues of the Correlation Matrix Eigenvalue Difference Proportion Cumulative 1 6.82795512 5.06608201 0.6828 0.6828 2 1.76187311 1.00742187 0.1762 0.8590 3 0.75445124 0.49207487 0.0754 0.9344 4 0.26237637 0.14082435 0.0262 0.9607 5 0.12155202 0.02358655 0.0122 0.9728 6 0.09796547 0.02586580 0.0098 0.9826 7 0.07209967 0.02801926 0.0072 0.9898 8 0.04408041 0.00832792 0.0044 0.9942 9 0.03575249 0.01385842 0.0036 0.9978 10 0.02189408 0.0022 1.0000 Sunday, October 31, 2021 03:28:00 PM 127 The PRINCOMP Procedure Eigenvectors Prin1 Prin2 Prin3 Prin4 Prin5 X01 M(-15) 0.286033 -.446335 0.193512 0.428019 0.162365 X02 M(16-20) 0.331337 -.239842 0.336063 0.022488 -.559594 X03 M(21-30) 0.323345 0.166337 0.442291 -.436029 -.168594 X04 M(31-40) 0.299329 0.358627 0.375366 0.063449 0.367912 X05 M(41-) 0.260727 0.507209 0.127419 0.375425 0.146879 X06 F(-15) 0.308635 -.407882 -.083695 0.267375 0.286866 X07 F(16-20) 0.344271 -.252697 -.171400 -.295655 -.025050 X08 F(21-30) 0.347877 -.032314 -.289087 -.507508 0.452377 X09 F(31-40) 0.345636 0.164368 -.322236 0.040012 -.388944 X10 F(41-) 0.303334 0.267273 -.522559 0.251270 -.190507 Eigenvectors Prin6 Prin7 Prin8 Prin9 Prin10 X01 -.016413 -.062138 -.038493 -.141617 0.668052 X02 -.212367 0.479465 0.283325 -.013739 -.225064 X03 0.476929 -.416354 0.136150 0.085922 0.163960 X04 -.562491 -.066245 -.114301 0.403713 -.068344 X05 0.385123 0.325310 -.167534 -.437833 -.148648 X06 0.209878 -.335058 0.176137 0.090538 -.618107 X07 0.137469 0.236104 -.762654 0.204382 -.046351 X08 -.128390 0.256135 0.382983 -.303270 0.106863 X09 -.387189 -.488821 -.161974 -.425188 -.030381 X10 0.181955 0.100632 0.270185 0.543107 0.229904 Sunday, October 31, 2021 03:28:00 PM 128 Obs X01 X02 X03 X04 X05 X06 X07 X08 X09 X10 Prin1 Prin2 1 7.69 7.31 7.47 7.76 7.87 7.51 7.24 7.70 7.91 7.95 5.88693 1.44204 2 6.59 5.56 6.21 6.04 5.81 6.64 6.11 6.53 6.44 6.64 1.65842 0.13686 3 4.55 4.18 4.36 4.25 4.53 4.60 3.66 4.04 3.68 4.43 -4.44537 -0.34692 4 6.78 6.11 6.30 5.98 5.56 6.37 6.29 5.43 5.32 5.28 0.72138 -0.63217 5 6.47 6.24 6.02 5.42 5.88 6.00 5.60 4.60 5.40 5.95 0.15339 -0.18363 6 6.96 6.81 6.91 6.48 6.23 7.09 7.27 7.13 6.86 7.36 3.65322 0.09908 7 6.57 5.70 5.89 5.16 5.30 6.07 5.56 4.50 4.92 5.33 -0.65902 -0.78995 8 7.32 6.95 6.02 4.98 4.88 6.82 6.40 5.53 5.61 5.33 0.76044 -1.96919 9 6.51 6.15 5.51 4.68 4.16 5.17 4.81 4.70 4.86 3.82 -1.96687 -1.71968 10 6.86 6.05 5.85 6.14 6.75 6.71 5.39 5.42 6.03 6.59 1.35649 0.51749 11 7.04 6.03 6.53 6.02 6.68 6.78 5.91 6.26 5.76 5.95 1.76317 0.15476 12 6.59 6.30 6.29 5.94 6.10 5.93 5.52 5.35 5.45 5.85 0.72383 0.14551 13 5.93 4.76 5.09 5.51 5.79 5.49 4.97 4.69 5.30 5.61 -1.20892 0.34668 14 7.00 6.31 6.82 6.26 5.26 6.69 6.27 5.94 5.78 5.26 1.42272 -0.75706 15 6.63 5.47 5.54 4.88 4.70 5.89 4.64 4.43 4.00 3.98 -2.13183 -1.49511 Obs Prin3 Prin4 Prin5 Prin6 Prin7 Prin8 Prin9 Prin10 1 -0.07682 0.40809 0.25348 -0.08404 0.00629 0.07518 -0.29432 0.07804 2 -0.90098 -0.05516 0.42231 -0.06712 -0.42537 0.15924 0.03126 0.21633 3 -0.55169 0.23782 0.37097 0.08301 0.22924 0.36927 0.13546 -0.13545 4 0.55357 -0.08449 0.21583 0.10836 -0.04069 -0.30130 0.23414 0.03747 5 0.21693 0.67993 -0.55569 0.43975 0.12407 -0.03449 0.20098 0.03292 6 -0.63902 -0.35301 -0.06665 0.08296 0.01967 0.09429 0.27099 0.10991 7 0.26301 0.42015 -0.16052 0.48267 -0.13359 -0.13508 0.28383 0.14238 8 0.06701 -0.04720 -0.60733 0.05720 0.07830 0.10980 -0.04606 0.07099 9 0.66740 -0.33431 -0.54215 -0.50605 -0.09164 0.28167 -0.34880 0.33721 10 -0.17674 1.31452 0.21057 0.17171 0.08563 0.18324 -0.13665 -0.09062 11 0.23456 0.33063 0.60092 0.58481 0.05801 0.16376 -0.43135 0.07070 12 0.49777 0.35538 -0.09548 0.21636 0.19362 0.18252 0.04441 0.14858 13 -0.53251 0.85212 0.41764 -0.06351 -0.06122 -0.26835 -0.02047 0.09838 14 0.71704 -0.53272 0.19744 -0.12540 -0.54510 0.00683 0.21138 0.12406 15 0.88751 0.23480 0.36191 0.24293 -0.09797 0.25997 0.00113 0.14547 Sunday, October 31, 2021 03:28:00 PM 129 Plot of Prin2*Prin1. Legend: A = 1 obs, B = 2 obs, etc. 4 + | | | | | | | | | | A A| | |A A 2 + A | A A A | A A A A | |A A A A Prin2 | A A A B| A A | A B AA A| A A | A A A A AA A A B | A A A A A | A A A A 0 +----------------------------------A----A+--A----A---A-----AA-------A--- | A A |A A A | A A A | A BA A | A A | A B AA | A | A A | A | A A A | A A A | A A -2 + A A A| A | A | A A | A | | | A | | | | | A | -4 + | -+---------+---------+---------+---------+---------+---------+---------+ -8 -6 -4 -2 0 2 4 6 Prin1 Sunday, October 31, 2021 03:28:00 PM 130 Plot of Prin3*Prin2. Legend: A = 1 obs, B = 2 obs, etc. Prin3 | | | | 3 + | | | A | | | | A | A | A 2 + | A | | A | | A | | AA | A | 1 + | AA | AA AAA | | A A A | A | A A |A A | A A A A AA BBA AA A A AA A A 0 +-------------------AA-A-A-A-------------+-------------A---------------- | A A AAA | A AA A | A A A A A A A AA | A A B |B A A A A B A | B A | A A A -1 + A AAA B A A | | | | A A A | | AA | | -2 + | | | -+---------+---------+---------+---------+---------+---------+---------+ -4 -3 -2 -1 0 1 2 3 Prin2 Sunday, October 31, 2021 03:28:00 PM 131 Plot of Prin1*Prin3. Legend: A = 1 obs, B = 2 obs, etc. Prin1 | | | | 7.5 + | | | | | | A A| 5.0 + A A | | A A | A A | A | A | A A 2.5 + A A A | AAA A | B A A A A A A A | A A AB | AB B | A A A A AA AA AA A 0.0 +---------A----A-A--AAA---A-A+--BA-------------A------------------------ | A A | A A | A A | A A | A A | A A A A A -2.5 + A A A A C A | B A | AA | A A | BA | | A | -5.0 + | A | A A | A | | | | A -7.5 + | | | -+-------------+-------------+-------------+-------------+-------------+ -2 -1 0 1 2 3 Prin3-->