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hw5-financial-distress-parta-questions-2012.xls
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Corr

CORRELATION COEFFICIENTS
1 corr(OPITA, EBITTA) = 0.9758
2 corr(OPITA, GEMPL) = 0.3331
3 corr(OPITA, TDTA) = -0.5056
4 corr(OPITA, RETA) = 0.4982
5 corr(OPITA, INVSLS) = -0.2125
6 corr(CACL, QACL) = 0.8806
7 corr(TDTA, INVSLS) = 0.0974
8 corr(TDTA, GEMPL) = -0.2048

TDTA

TD/TA
Yt= TD/TA Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 95.62 80.0 62.39071843 53.1492
0.4706 0.5625 42.3529 8.6049 8.1506
7.0364 0.0419 0.2047 0.1823
0.4719 0.1924
0.0216 0.0314
21.8761 6.1196

GEMPL

GEMPL
Yt= GEMPL Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 -0.06 80.0 1.90812588 -3.0085
0.4706 -0.0004 42.3529 1.9081 -2.9797
1.6985 0.0101 0.1005 0.1099
0.0327 -0.0704
0.0106 0.0155
3.0898 -4.5536

OPITA

OPI/TA
Yt= OPI/TA Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 18.28 80.0 4.52840133 4.1005
0.4706 0.1075 42.3529 2.5635 -4.5002
2.0853 0.0124 0.1114 0.1865
0.1575 -0.1063
0.0117 0.0171
13.4121 -6.2066

INVSLS

INV/SLS
Yt= INV/SLS Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 29.39 80.0 6.75053181 15.2191
0.4706 0.1729 42.3529 1.6684 1.3871
1.6230 0.0097 0.0983 0.0272
0.1575 0.0327
0.0104 0.0151
15.2007 2.1684

LSLS

SLS
Yt= SLS Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 967.84 80.0 5970.27005209 433.9111
0.4706 5.6932 42.3529 460.2328 -21.5411
449.2768 2.6743 1.6353 0.0238
5.9325 -0.5086
0.1724 0.2513
34.4157 -2.0241

LTA

LTA
Yt= LTA Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 906.84 80.0 5314.79190676 407.5767
0.4706 5.3344 42.3529 477.3702 -19.1723
468.6913 2.7898 1.6703 0.0182
5.5474 -0.4527
0.1761 0.2567
31.5080 -1.7638

NWCTA

NWC/TA
Yt= NWC/TA Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 45.70 80.0 17.92200656 19.1395
0.4706 0.2688 42.3529 5.6383 -2.3651
5.5062 0.0328 0.1810 0.0234
0.2951 -0.0558
0.0191 0.0278
15.4631 -2.0074

CACL

CA/CL
Yt= CA/CL Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 377.90 80.0 1045.98754073 161.9237
0.4706 2.2229 42.3529 205.9492 -15.9104
199.9722 1.1903 1.0910 0.0290
2.3997 -0.3757
0.1150 0.1676
20.8665 -2.2408

QACL

(CA-CL)/CL
Yt= (CA-CL)/CL Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 215.47 80.0 405.47348165 91.0528
0.4706 1.2675 42.3529 132.3617 -10.3467
129.8340 0.7728 0.8791 0.0191
1.3825 -0.2443
0.0927 0.1351
14.9188 -1.8085

EBITA

EBIT/TA
Yt= EBIT/TA Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 10.83 80.0 3.50027128 0.7588
0.4706 0.0637 42.3529 2.8097 -4.3399
2.3650 0.0141 0.1186 0.1583
0.1120 -0.1025
0.0125 0.0182
8.9517 -5.6206

RETA

RE/TA
Yt= RE/TA Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 42.55 80.0 24.09480481 10.6181
0.4706 0.2503 42.3529 13.4470 -9.4033
11.3593 0.0676 0.2600 0.1553
0.3547 -0.2220
0.0274 0.0400
12.9426 -5.5567

FATA

FA/TA
Yt= FA/TA Xt = 1 for distressed firms Xt = 0 for healthy firms
170 80 57.80 80.0 24.23840828 25.1157
0.4706 0.3400 42.3529 4.588 -2.0830
4.49 0.0267 0.1634 0.0223
0.3631 -0.0492
0.0172 0.0251
21.0820 -1.9587

Data

YD TD/TA GEMPL OPI/TA INV/SLS ln(Sales) ln(TA) NWC/TA CA/CL QA/CL EBIT/TA RE/TA FA/TA
1 0.8249 -0.1518 0.0305 0.2419 7.0991 6.9841 0.1968 1.4686 0.8223 0.0015 -0.1327 0.1489
1 1.0335 -0.1326 0.0307 0.1618 6.7135 6.4417 0.0946 1.1703 0.7879 0.0003 -0.6415 0.2265
1 0.2978 0.012 0.0605 0.0522 3.0289 3.5886 0.2713 3.1316 2.8973 0.0227 0.6095 0.221
1 0.1083 0.0098 0.0372 0.232 4.2003 5.367 0.106 2.2504 1.3981 0.0313 0.7725 0.0554
1 0.4622 0.0073 0.0958 0.0823 5.0447 5.0601 0.1327 1.9608 1.3745 0.0415 0.317 0.6488
1 0.5359 0.0571 0.1126 0.111 6.7327 6.6693 0.1361 1.783 1.1027 0.0685 0.3741 0.5208
1 0.8612 0.1394 0.0412 0.1173 5.059 5.3226 0.0915 1.3717 1.0054 -0.0565 0.0258 0.3907
1 0.5433 -0.1162 0.0796 0.256 3.3679 3.9875 0.3963 1.7401 1.4828 0.0707 0.4352 0.0577
1 0.661 -0.0627 0.0511 0.0885 5.5382 5.7939 0.0484 1.2052 0.9149 0.0122 0.2434 0.5239
1 0.6025 -0.0825 -0.3321 0.1402 2.9003 1.7032 0.4364 1.8978 0.9432 -0.3569 0.1442 0.0672
1 0.591 0.0451 0.2245 0.2667 4.3869 3.6828 0.4257 1.9942 0.7347 0.205 0.3291 0.1461
1 1.013 -0.0472 -0.1108 0.1571 6.1243 6.2908 0.1788 1.3676 1.0942 -0.1357 -0.0802 0.1081
1 0.4196 -0.007 0.2194 0.1778 6.7532 6.2055 0.3408 1.9974 1.0978 0.1985 0.53 0.2191
1 0.2677 -0.0868 0.2752 0.1526 4.5783 4.2885 0.546 3.6867 2.6834 0.252 0.6768 0.2423
1 1.513 -0.1643 -0.1539 0.1861 5.4265 4.4813 0.2338 1.728 0.2369 -0.2108 -0.959 0.3857
1 0.3865 -0.1099 0.002 0.3443 5.0109 5.7295 0.2081 1.6253 1.1211 -0.0211 0.4595 0.1439
1 0.518 0.0171 0.1469 0.1685 5.2977 4.809 0.3465 2.0966 1.2272 0.1136 0.2912 0.2719
1 0.5518 -0.0264 0.0077 0.1916 4.156 3.5559 0.3732 2.2768 1.0825 -0.0404 0.3484 0.3301
1 0.5 0.0415 0.1081 0.1772 5.9878 5.0603 0.6122 3.668 1.7156 0.0928 0.3179 0.107
1 0.4725 0 0.0619 0.1863 5.3565 4.9364 0.3208 2.1303 1.1314 0.0295 0.3006 0.3767
1 0.4113 0.0238 0.2654 0.2435 4.3314 3.6737 0.4889 2.3243 1.0509 0.2501 0.4086 0.1185
1 0.8808 0.0139 0.0203 0.1742 8.9385 8.6761 0.0294 1.0827 0.4454 -0.0189 -0.1551 0.511
1 0.6037 -0.169 -0.1182 0.4853 2.8473 2.77 0.4187 1.9945 0.7494 -0.1706 0.1858 0.138
1 0.7505 0.1262 0.0472 0.1311 4.3964 3.2527 0.3294 1.5664 0.859 0.0371 0.0171 0.0574
1 1.1948 -0.0426 0.059 0.2113 3.3995 3.1759 0.2432 1.9064 0.9215 0.0215 -0.6872 0.2911
1 0.824 -0.1433 -0.1753 0.1478 4.7721 4.3011 0.0549 1.1159 0.6163 -0.2279 0.0592 0.3639
1 0.5074 -0.049 0.0878 0.0816 7.4658 7.7072 0.2219 2.8566 2.3203 0.0526 0.2681 0.586
1 0.5888 0.1492 0.1502 0.2391 6.3811 6.2407 0.2833 1.9792 1.0283 0.1237 0.2541 0.2867
1 0.7043 0.0106 -0.0225 0.15 6.6136 6.2941 0.1186 1.3905 0.711 -0.0752 0.1849 0.537
1 1.0735 -0.0565 -0.3995 0.3059 4.3975 4.03 0.2525 1.5246 0.607 -0.4822 -0.1731 0.1925
1 0.508 -0.288 0.1057 0.068 5.9348 5.2413 0.0774 1.2067 0.8433 0.0841 0.3431 0.1644
1 0.774 -0.1835 0.0448 0.1401 3.5936 3.31 0.2024 1.4698 1.0381 0.0188 -0.584 0.3334
1 0.5855 0.0146 0.1889 0.0535 4.2435 4.1021 0.1668 2.1239 1.7083 0.1541 0.2023 0.5775
1 0.3525 -0.0834 0.1041 0.2245 3.693 3.8729 0.7145 6.8381 5.3057 0.0895 0.4217 0.1313
1 0.8655 -0.1103 0.0641 0.178 6.2351 5.8538 0.5104 3.9768 2.4566 0.0407 -0.0112 0.2117
1 1.1973 0.0139 0.2221 0.1339 6.4105 6.4358 0.1888 1.6555 1.2022 0.1976 -0.2164 0.2093
1 0.8246 -0.0365 0.0387 0.1849 4.572 3.9848 0.1402 1.2743 0.6239 0.0152 0.0218 0.3071
1 0.7737 -0.1368 -0.0227 0.2677 5.2539 4.6662 0.3167 1.6066 0.6839 -0.0425 0.0773 0.159
1 0.7438 -0.0037 0.1029 0.2584 6.7583 6.3811 0.3579 2.4746 0.9223 0.0746 0.1513 0.3945
1 0.7754 -0.1501 0.0623 0.3445 6.474 6.6318 0.4249 3.0087 1.618 -0.004 -0.0152 0.3382
1 0.6976 -0.06 0.2286 0.2651 4.4005 3.6528 0.2702 1.8054 0.1363 0.1668 0.1402 0.3805
1 0.9971 0.0045 -0.1104 0.2114 6.657 6.8416 0.3145 2.799 1.7933 -0.2212 -0.2684 0.2461
1 1.0748 -0.0155 -0.0701 0.0348 4.5897 5.5892 -0.2206 0.7041 0.6869 -0.0819 -0.1883 0.4599
1 0.517 -0.071 0.1862 0.1395 4.5066 3.8482 0.41 2.8568 1.6366 0.155 0.1695 0.2913
1 0.7343 -0.1189 0.034 0.2828 5.9518 6.1357 0.2317 1.8187 0.9874 0.0069 0.2424 0.4603
1 0.5391 0.0184 0.1378 0.2417 6.8274 6.8512 0.5112 5.4199 3.3798 0.1199 0.3005 0.2928
1 0.4916 -0.0717 0.1634 0.1108 4.3642 3.5375 0.3975 2.0365 1.3763 0.1357 0.4749 0.213
1 0.7087 -0.0755 0.0332 0.145 6.9175 7.0681 0.1025 1.6054 0.8684 -0.0067 0.0754 0.6379
1 1.041 -0.2216 -0.3426 0.0508 4.4664 2.7604 -0.3625 0.5362 0.178 -0.4275 -0.3502 0.1822
1 0.6172 -0.0113 0.1143 0.1804 7.1751 6.8241 0.2491 2.0817 0.9691 0.0496 0.2988 0.4902
1 0.8299 -0.0431 0.0558 0.1067 8.0581 7.616 0.0146 1.0431 0.5546 -0.0139 -0.277 0.5604
1 1.0508 -0.1861 -0.3081 0.1375 4.3322 3.4412 0.2956 1.6689 0.9104 -0.3323 -0.4642 0.2018
1 0.5036 -0.1376 -0.0119 0.3346 6.5036 6.4753 0.219 1.7134 0.5923 -0.0674 0.3367 0.2373
1 0.6147 -0.0715 0.0845 0.2205 5.9385 5.5186 0.3455 1.938 1.0268 0.0626 0.2601 0.1757
1 0.6799 0.2007 0.1144 0.2052 5.6431 5.6345 0.0905 1.2407 0.6902 0.087 0.0529 0.2295
1 0.5846 -0.0112 0.3668 0.0469 10.0096 9.5025 0.0917 1.3381 1.0508 0.3102 0.3182 0.5822
1 0.5177 -0.0632 0.0043 0.3771 2.9255 2.1279 0.4384 1.9638 0.1227 -0.0279 0.2506 0.0918
1 0.8574 0.3529 -0.0064 0.3886 4.8214 5.1013 0.1439 1.3244 0.6624 -0.0346 0.0702 0.278
1 0.7521 -0.0343 -0.0168 0.1819 4.9431 3.7782 0.1376 1.255 0.1746 -0.0572 0.2303 0.2892
1 0.5966 -0.1328 0.0681 0.1685 6.7113 6.9481 0.2569 2.0593 1.511 0.0238 0.0744 0.2761
1 0.7588 -0.0623 0.0181 0.1604 6.0203 5.4432 0.2206 1.5486 0.8382 -0.0229 -0.01 0.3463
1 0.4866 0.0065 0.1608 0.063 5.2682 4.491 0.1811 1.549 1.1338 0.0849 0.2409 0.4409
1 0.9001 -0.0237 -0.0105 0.8367 2.1923 2.3447 -0.019 0.9777 0.1346 -0.0528 0.0158 0.1669
1 0.3222 -0.1305 0.0705 0.2795 6.081 6.1456 0.39 3.0249 1.6641 0.0286 0.5907 0.3326
1 1.0282 -0.0335 -0.0229 0.0561 5.7215 4.2637 0.0492 1.0818 0.6806 -0.061 -0.4277 0.1943
1 0.3933 -0.1699 0.0488 0.3211 5.5137 5.4722 0.4163 3.2936 1.4495 0.0079 0.5102 0.3206
1 0.6038 0.0348 0.1566 0.0848 8.6563 7.3579 0.075 1.2307 0.2753 0.0994 0.2813 0.53
1 0.5 -0.0783 0.0865 0.1773 4.3281 3.8516 0.4538 2.5755 1.5844 0.0445 0.07 0.242
1 0.4906 -0.109 0.1138 0.2308 5.7465 4.8251 0.3583 2.0489 0.351 0.0805 0.0886 0.1875
1 0.5234 0.0477 0.1157 0.1499 7.1804 6.6186 0.1824 1.587 0.7409 0.0761 0.3521 0.4364
1 0.7507 0.0588 0.116 0.0556 5.7203 4.274 0.1597 1.4075 0.805 0.0558 0.1707 0.2981
1 0.6435 0.1076 0.087 0.2133 6.8382 6.5715 0.2252 1.7042 0.8335 -0.0073 0.0677 0.4094
1 0.4699 -0.0548 0.138 0.1575 5.824 5.7098 0.3535 1.8808 1.441 0.0939 0.3493 0.2196
1 0.269 -0.0021 0.1844 0.2474 4.04 3.7852 0.438 4.3648 1.9129 0.1327 0.5414 0.3734
1 0.6149 0.0736 0.1049 0.2272 3.7233 3.8001 0.2284 1.8416 1.0661 0.0546 0.2069 0.4519
1 0.5168 -0.0037 0.0111 0.0567 5.9177 5.0989 0.026 1.0734 0.7104 -0.0733 0.3083 0.567
1 0.2133 -0.0693 -0.0229 0.1995 3.5011 2.9333 0.4857 4.4931 1.9609 -0.0859 0.4875 0.3641
1 0.4978 -0.0911 0.0862 0.0571 6.8772 6.5058 0.361 3.6004 3.0044 0.0325 0.3826 0.4419
1 0.755 0.0367 0.1219 0.0562 6.0656 4.5843 0.0097 1.0265 0.3546 0.0373 0.0406 0.5897
1 0.9025 -0.0386 -0.002 0.2445 3.4782 3.6885 -0.4295 0.4788 0.2384 -0.0706 -0.5107 0.5266
0 0.3653 0.112 0.298 0.0309 5.5942 5.0383 0.1129 1.6991 1.3654 0.2576 0.5957 0.4575
0 0.5497 0.0223 0.2159 0.2754 8.7529 8.8006 0.251 2.1499 0.9472 0.1863 0.3722 0.4463
0 0.6365 -0.0168 0.2081 0.1812 8.8697 8.6622 0.0716 1.2587 0.453 0.1302 0.3142 0.6333
0 0.502 -0.0087 0.1823 0.3306 8.5545 8.4803 0.2003 1.5957 0.5369 0.1635 0.3882 0.155
0 0.3823 0.0243 0.195 0.0829 5.6587 4.8215 0.3677 2.5924 1.7632 0.1475 0.5357 0.3834
0 0.6134 0.0515 0.0886 0.1065 7.6374 7.4034 0.0469 1.1581 0.7052 0.0315 0.2459 0.6025
0 0.2309 0.1201 0.1489 0.1299 5.2288 5.1484 0.4153 3.7983 2.8498 0.089 0.287 0.4201
0 0.4383 0.0336 0.1667 0.1662 8.1317 7.4129 0.3328 2.4889 0.9636 0.1375 0.2948 0.3983
0 0.3035 0.0299 0.1246 0.2706 7.2625 6.7476 0.6716 4.7089 2.2077 0.1046 0.5267 0.1067
0 0.6185 0.024 0.2522 0.1757 4.1925 3.5813 0.2983 1.5305 0.9549 0.2239 0.1571 0.1052
0 0.5476 0.0271 0.1949 0.1525 6.8258 6.2782 0.2203 2.0699 0.7894 0.142 0.3816 0.5156
0 0.5449 -0.0728 0.1853 0.1332 6.0956 5.5865 0.24 1.7998 1.061 0.1294 0.2986 0.3565
0 0.1577 -0.003 0.2619 0.0163 5.351 5.1495 0.3842 3.5299 3.3984 0.2154 0.6536 0.2378
0 0.2077 0.0283 0.2939 0.0607 5.5912 5.323 0.1829 2.2864 1.728 0.2497 0.7016 0.543
0 0.5045 -0.0358 0.1679 0.0944 4.3031 3.6352 0.3441 3.2353 2.0394 0.111 0.3329 0.4234
0 0.4828 0.0395 0.0904 0.2814 5.4202 5.2385 0.4365 2.924 1.4364 0.0523 0.2783 0.2897
0 0.7281 -0.0701 0.1053 0.0955 5.0902 3.6836 0.1244 1.2328 0.5032 0.0516 0.1651 0.3077
0 0.6218 0.0506 0.137 0.1781 8.0694 7.6029 0.2313 2.0936 0.7511 0.1024 0.1827 0.4679
0 0.608 -0.025 0.0955 0.2056 5.6542 4.8562 0.3653 2.0843 0.7289 0.0715 0.2557 0.2588
0 0.5698 -0.0366 0.1176 0.0899 8.2949 8.6121 0.0118 1.0972 0.5573 0.0727 0.2388 0.805
0 0.1455 0.1053 0.2492 0.0752 2.8326 3.196 0.7936 6.4528 6.0934 0.2406 0.3832 0.0272
0 0.4027 -0.1123 -0.1845 0.1508 5.0243 4.2055 0.3792 2.2075 1.1187 -0.2257 0.2818 0.2857
0 0.3136 0.0049 0.0966 0.2534 3.3412 2.957 0.4116 2.4455 1.1388 0.0721 0.4335 0.2778
0 0.693 0.1138 0.1095 0.1646 7.0571 6.1711 0.2111 1.4243 0.6221 0.088 0.19 0.2521
0 0.3583 -0.002 -0.0175 0.0826 6.8635 5.9097 0.184 1.7751 0.8724 -0.0792 0.2922 0.5142
0 0.5862 0.0525 0.0778 0.1581 6.7348 5.8108 0.2614 1.595 0.6883 0.0548 0.3808 0.1763
0 0.2219 0.3193 0.1633 0.1976 3.8931 4.3494 0.5745 5.85 4.7933 0.1018 0.0259 0.2861
0 0.4259 -0.101 0.2119 0.1081 5.9322 5.3129 0.2127 2.0545 1.0594 0.1495 0.6216 0.485
0 0.3948 0.0712 0.2037 0.2407 3.9465 3.6836 0.4941 3.0765 1.7605 0.1659 0.4598 0.2609
0 0.3626 0.0676 0.2771 0.2546 8.222 7.7586 0.4404 2.6339 1.1326 0.2347 0.5735 0.257
0 0.4594 0.0039 0.2494 0.2202 5.5495 5.2173 0.4888 3.0559 1.7648 0.2251 0.4542 0.1749
0 0.5441 -0.0326 0.2191 0.0518 11.3788 11.017 0.0312 1.1293 0.8213 0.1583 0.4817 0.676
0 0.4093 0.1604 0.1266 0.1627 2.9682 3.1584 0.3417 2.265 1.7669 0.0981 0.0069 0.2263
0 0.4635 0.0168 0.1159 0.0851 4.28 3.508 0.431 2.0718 1.6138 0.0951 0.4597 0.1235
0 0.641 -0.0128 0.1354 0.0351 6.7821 6.8609 0.0335 1.2021 1.0062 0.0997 0.34 0.2511
0 0.349 0.0379 0.2123 0.2045 6.6403 6.0784 0.3304 2.3733 0.8823 0.1822 0.579 0.355
0 0.3004 0 -0.04 0.2375 5.7642 6.536 0.0824 1.6932 0.7699 -0.0478 0.6482 0.0764
0 0.6189 0.0582 0.1609 0.1477 6.6347 6.6148 0.1957 2.2191 1.2805 0.1101 0.2367 0.3667
0 0.4308 -0.0745 0.1229 0.1947 6.7363 6.5381 0.3922 3.0347 1.8031 0.0582 0.4631 0.3705
0 0.6284 0.0173 0.2052 0.1306 5.2076 4.5403 0.289 1.6444 1.0769 0.1419 0.2787 0.1772
0 0.544 -0.0398 0.1038 0.2106 3.7749 3.2996 0.3456 2.0822 1.0216 0.0661 0.5685 0.2874
0 0.4606 -0.0296 0.1718 0.0791 7.2442 6.2258 0.2024 1.728 0.9399 0.1203 0.517 0.5024
0 0.5792 0.1282 0.1652 0.1431 5.6272 4.8968 0.4156 2.273 1.3629 0.1366 0.2457 0.235
0 0.7116 0.0796 0.1638 0.1353 5.5231 5.1947 0.1751 1.5366 0.9607 0.1336 0.0369 0.4101
0 0.5224 -0.0104 0.1605 0.1015 7.0551 6.1756 0.3309 2.3999 1.3649 0.1337 0.4022 0.3248
0 0.4123 0.0328 0.1956 0.0415 6.2652 5.7629 0.0389 1.309 0.7637 0.1276 0.5377 0.7801
0 0.5483 0.4565 -0.0637 0.3226 2.2434 2.3202 0.35 2.3719 1.201 -0.092 0.0378 0.2459
0 0.6436 -0.0313 0.07 0.2856 5.8961 5.8024 0.2851 1.8226 0.9178 0.0159 0.1897 0.2616
0 0.5894 -0.0109 0.1652 0.1768 6.4209 5.864 0.3748 2.1816 1.2089 0.1306 0.3967 0.1352
0 0.2854 0.0112 0.1497 0.1629 3.3028 2.3824 0.605 3.1325 1.691 0.1275 0.6729 0.1094
0 0.5562 -0.0428 0.157 0.1656 7.7388 7.9022 0.0368 1.1669 0.5288 0.0593 0.3976 0.6968
0 0.2709 0.016 0.2415 0.03 7.2077 6.9301 0.0859 1.4885 1.2636 0.2115 0.6963 0.3398
0 0.5907 -0.028 0.0921 0.2044 4.9775 4.6119 0.2542 1.9325 0.8517 0.0492 0.3777 0.4429
0 0.5234 0.0441 0.1913 0.1542 5.8735 5.3098 0.3333 2.4515 1.2716 0.1488 0.3918 0.3363
0 0.7526 0.2808 0.0912 0.3938 6.4451 7.1993 0.1674 1.6824 0.9275 0.0716 0.1645 0.3233
0 0.4996 0 0.1268 0.1367 7.2257 7.4511 0.0523 1.4681 0.4924 0.0632 0.298 0.7085
0 0.3069 0.0586 0.3822 0.0882 5.0895 4.5037 0.1718 1.9754 1.0758 0.2845 0.1134 0.5799
0 0.4328 -0.0089 0.2211 0.1615 7.3979 6.8375 0.4718 3.0721 1.8299 0.1852 0.5548 0.2684
0 0.2026 -0.0322 0.2807 0.238 2.4431 2.2383 0.5853 6.1333 3.5718 0.2331 0.4838 0.2934
0 0.6409 0.0267 0.1498 0.2304 5.4085 5.4042 0.339 2.2347 1.3918 0.1076 0.1381 0.3748
0 0.4615 0.122 0.1247 0.1668 5.9184 4.9083 0.4556 2.8689 0.9905 0.0887 0.3313 0.2347
0 0.5413 0.0168 0.1781 0.1829 6.5784 5.8539 0.2429 1.6066 0.6638 0.1172 0.4247 0.2949
0 0.4645 0.0073 0.1835 0.1348 7.4156 7.0568 0.169 1.4833 0.9314 0.0889 0.2099 0.4415
0 0.2524 0.0742 0.1678 0.234 4.3935 3.987 0.5482 4.3892 2.217 0.1435 0.2798 0.2298
0 0.6028 0.0222 0.0335 0.2674 3.2869 3.2043 0.2556 2.1658 0.8411 0.0081 0.1595 0.5045
0 0.4894 -0.0065 0.1566 0.1165 8.2151 8.1968 0.1347 1.6593 1.0784 0.1053 0.4248 0.6085
0 0.6262 -0.273 0.0818 0.0193 5.7917 6.3992 -0.0074 0.9372 0.8477 0.0418 0.1558 0.5316
0 0.481 0.0418 0.2 0.0588 6.2487 4.761 0.1587 1.6662 0.5729 0.141 0.4498 0.6
0 0.5253 0.183 0.0891 0.0956 6.9966 6.9062 0.1743 5.0278 2.6093 0.0407 0.3507 0.3185
0 0.6727 -0.0545 -0.0512 0.1674 4.1027 3.3517 0.231 1.453 0.7572 -0.079 0.0351 0.2554
0 0.4076 0.0887 0.1409 0.1548 5.5422 5.4382 0.1859 2.5952 1.1209 0.0713 0.5217 0.6324
0 0.5196 0.0361 0.1708 0.0889 6.8084 6.4024 0.1421 1.7242 1.0438 0.1147 0.4224 0.5594
0 0.1824 -0.2573 -0.0531 0.0429 4.0318 3.9702 0.4374 3.433 3.1791 -0.3567 0.2181 0.3661
0 0.4458 -0.0119 0.2219 0.0933 8.6566 7.8 0.1602 1.7589 0.7181 0.1749 0.4953 0.5511
0 0.5634 0.0839 0.0869 0.1797 4.73 4.3939 0.2575 2.0595 1.0247 0.0477 0.1786 0.4823
0 0.5992 -0.0209 0.1434 0.2524 2.9634 2.4932 0.5167 3.7725 1.6048 0.1033 0.1488 0.2738
0 0.197 0.2055 0.2218 0.1584 4.0255 3.8276 0.5955 4.3191 3.2432 0.2007 0.0111 0.163
0 0.6813 0.0243 0.1471 0.067 9.8162 8.307 0.0338 1.0976 0.2217 0.0853 0.2867 0.6091
0 0.3176 0.0155 0.1357 0.2204 5.6971 5.4403 0.2777 2.8895 0.9506 0.1116 0.6288 0.5471
0 0.2936 0.4281 0.258 0.1698 4.7331 4.5827 0.5345 3.2219 2.4013 0.207 0.2324 0.2147
0 0.5599 0.0343 0.1966 0.1622 8.7453 8.1911 0.2201 1.6058 0.8284 0.1532 0.3695 0.2974
0 0.2547 0.0977 0.2279 0.0892 6.8151 6.7469 0.5123 3.584 3.1026 0.1765 0.3616 0.2614
0 0.2519 0.0456 0.0599 0.2495 4.3277 3.8713 0.4435 3.7682 1.3099 0.0285 0.8352 0.3425
0 0.573 0.033 0.2028 0.1899 2.6399 1.9689 0.47 2.2429 1.2605 0.1865 0.0403 0.1501
0 0.2208 0.0415 0.2846 0.3116 5.6886 5.5244 0.5011 3.6327 1.7033 0.249 0.7103 0.3023
0 0.4614 0.0005 0.2888 0.1306 5.6955 5.1936 0.4657 3.2084 2.1856 0.2488 0.4396 0.3234
0 0.7086 0.0669 0.3065 0.0714 7.8181 7.5123 0.0346 1.1126 0.7973 0.2633 0.1868 0.5507
0 0.7997 -0.003 0.0808 0.2385 6.5956 6.2638 0.3572 2.5935 1.1108 0.0499 0.0985 0.1834
0 0.5211 0.0705 0.2257 0.1169 6.2419 5.4245 0.3118 2.2761 1.1922 0.1754 0.3107 0.3859
0 0.3612 -0.0539 0.2247 0.0682 3.8775 3.4889 0.2286 1.8406 1.4705 0.182 0.5916 0.2764

t

X

=

å

tX

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2

t

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=

å

2tX

2

t

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tt

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tttYXu

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T

=

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ab

=-=

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(

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b

==

å

2ˆtsSEx

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t

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=

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2

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t

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a

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==

ˆˆˆtSE

2

ss

==

2ss

MBD010DFA91.unknown

MBD010DFC8B.unknown

MBD010DFD2E.unknown

MBD010E0114.unknown

MBD010E011C.unknown

MBD010E0120.unknown

MBD010E0122.unknown

MBD010E0123.unknown

MBD010E0121.unknown

MBD010E011E.unknown

MBD010E011F.unknown

MBD010E011D.unknown

MBD010E0118.unknown

MBD010E011A.unknown

MBD010E011B.unknown

MBD010E0119.unknown

MBD010E0116.unknown

MBD010E0117.unknown

MBD010E0115.unknown

MBD010DFD36.unknown

MBD010E0110.unknown

MBD010E0112.unknown

MBD010E0113.unknown

MBD010E0111.unknown

MBD010E010E.unknown

MBD010E010F.unknown

MBD010DFD37.unknown

MBD010DFD32.unknown

MBD010DFD34.unknown

MBD010DFD35.unknown

MBD010DFD33.unknown

MBD010DFD30.unknown

MBD010DFD31.unknown

MBD010DFD2F.unknown

MBD010DFC9B.unknown

MBD010DFD26.unknown

MBD010DFD2A.unknown

MBD010DFD2C.unknown

MBD010DFD2D.unknown

MBD010DFD2B.unknown

MBD010DFD28.unknown

MBD010DFD29.unknown

MBD010DFD27.unknown

MBD010DFD22.unknown

MBD010DFD24.unknown

MBD010DFD25.unknown

MBD010DFD23.unknown

MBD010DFC9D.unknown

MBD010DFC9E.unknown

MBD010DFC9C.unknown

MBD010DFC93.unknown

MBD010DFC97.unknown

MBD010DFC99.unknown

MBD010DFC9A.unknown

MBD010DFC98.unknown

MBD010DFC95.unknown

MBD010DFC96.unknown

MBD010DFC94.unknown

MBD010DFC8F.unknown

MBD010DFC91.unknown

MBD010DFC92.unknown

MBD010DFC90.unknown

MBD010DFC8D.unknown

MBD010DFC8E.unknown

MBD010DFC8C.unknown

MBD010DFB42.unknown

MBD010DFBE7.unknown

MBD010DFBEF.unknown

MBD010DFBF3.unknown

MBD010DFC89.unknown

MBD010DFC8A.unknown

MBD010DFBF4.unknown

MBD010DFBF1.unknown

MBD010DFBF2.unknown

MBD010DFBF0.unknown

MBD010DFBEB.unknown

MBD010DFBED.unknown

MBD010DFBEE.unknown

MBD010DFBEC.unknown

MBD010DFBE9.unknown

MBD010DFBEA.unknown

MBD010DFBE8.unknown

MBD010DFBDF.unknown

MBD010DFBE3.unknown

MBD010DFBE5.unknown

MBD010DFBE6.unknown

MBD010DFBE4.unknown

MBD010DFBE1.unknown

MBD010DFBE2.unknown

MBD010DFBE0.unknown

MBD010DFB46.unknown

MBD010DFB48.unknown

MBD010DFB49.unknown

MBD010DFB47.unknown

MBD010DFB44.unknown

MBD010DFB45.unknown

MBD010DFB43.unknown

MBD010DFAA1.unknown

MBD010DFB3A.unknown

MBD010DFB3E.unknown

MBD010DFB40.unknown

MBD010DFB41.unknown

MBD010DFB3F.unknown

MBD010DFB3C.unknown

MBD010DFB3D.unknown

MBD010DFB3B.unknown

MBD010DFB36.unknown

MBD010DFB38.unknown

MBD010DFB39.unknown

MBD010DFB37.unknown

MBD010DFB34.unknown

MBD010DFB35.unknown

MBD010DFAA2.unknown

MBD010DFA99.unknown

MBD010DFA9D.unknown

MBD010DFA9F.unknown

MBD010DFAA0.unknown

MBD010DFA9E.unknown

MBD010DFA9B.unknown

MBD010DFA9C.unknown

MBD010DFA9A.unknown

MBD010DFA95.unknown

MBD010DFA97.unknown

MBD010DFA98.unknown

MBD010DFA96.unknown

MBD010DFA93.unknown

MBD010DFA94.unknown

MBD010DFA92.unknown

MBD010DF8A6.unknown

MBD010DF94E.unknown

MBD010DF9EF.unknown

MBD010DF9F7.unknown

MBD010DFA8D.unknown

MBD010DFA8F.unknown

MBD010DFA90.unknown

MBD010DFA8E.unknown

MBD010DF9F9.unknown

MBD010DF9FA.unknown

MBD010DF9F8.unknown

MBD010DF9F3.unknown

MBD010DF9F5.unknown

MBD010DF9F6.unknown

MBD010DF9F4.unknown

MBD010DF9F1.unknown

MBD010DF9F2.unknown

MBD010DF9F0.unknown

MBD010DF9E7.unknown

MBD010DF9EB.unknown

MBD010DF9ED.unknown

MBD010DF9EE.unknown

MBD010DF9EC.unknown

MBD010DF9E9.unknown

MBD010DF9EA.unknown

MBD010DF9E8.unknown

MBD010DF952.unknown

MBD010DF9E5.unknown

MBD010DF9E6.unknown

MBD010DF953.unknown

MBD010DF950.unknown

MBD010DF951.unknown

MBD010DF94F.unknown

MBD010DF93E.unknown

MBD010DF946.unknown

MBD010DF94A.unknown

MBD010DF94C.unknown

MBD010DF94D.unknown

MBD010DF94B.unknown

MBD010DF948.unknown

MBD010DF949.unknown

MBD010DF947.unknown

MBD010DF942.unknown

MBD010DF944.unknown

MBD010DF945.unknown

MBD010DF943.unknown

MBD010DF940.unknown

MBD010DF941.unknown

MBD010DF93F.unknown

MBD010DF8AE.unknown

MBD010DF8B2.unknown

MBD010DF8B4.unknown

MBD010DF8B5.unknown

MBD010DF8B3.unknown

MBD010DF8B0.unknown

MBD010DF8B1.unknown

MBD010DF8AF.unknown

MBD010DF8AA.unknown

MBD010DF8AC.unknown

MBD010DF8AD.unknown

MBD010DF8AB.unknown

MBD010DF8A8.unknown

MBD010DF8A9.unknown

MBD010DF8A7.unknown

MBD010D30F0.unknown

MBD010DF7D8.unknown

MBD010DF7E0.unknown

MBD010DF8A2.unknown

MBD010DF8A4.unknown

MBD010DF8A5.unknown

MBD010DF8A3.unknown

MBD010DF8A0.unknown

MBD010DF8A1.unknown

MBD010DF7E1.unknown

MBD010DF7DC.unknown

MBD010DF7DE.unknown

MBD010DF7DF.unknown

MBD010DF7DD.unknown

MBD010DF7DA.unknown

MBD010DF7DB.unknown

MBD010DF7D9.unknown

MBD010DF7D0.unknown

MBD010DF7D4.unknown

MBD010DF7D6.unknown

MBD010DF7D7.unknown

MBD010DF7D5.unknown

MBD010DF7D2.unknown

MBD010DF7D3.unknown

MBD010DF7D1.unknown

MBD010DF7CC.unknown

MBD010DF7CE.unknown

MBD010DF7CF.unknown

MBD010DF7CD.unknown

MBD010D30F2.unknown

MBD010D30F3.unknown

MBD010D30F1.unknown

MBD010D30E0.unknown

MBD010D30E8.unknown

MBD010D30EC.unknown

MBD010D30EE.unknown

MBD010D30EF.unknown

MBD010D30ED.unknown

MBD010D30EA.unknown

MBD010D30EB.unknown

MBD010D30E9.unknown

MBD010D30E4.unknown

MBD010D30E6.unknown

MBD010D30E7.unknown

MBD010D30E5.unknown

MBD010D30E2.unknown

MBD010D30E3.unknown

MBD010D30E1.unknown

MBD010CAD7D.unknown

MBD010CAD81.unknown

MBD010D30DE.unknown

MBD010D30DF.unknown

MBD010CAD82.unknown

MBD010CAD7F.unknown

MBD010CAD80.unknown

MBD010CAD7E.unknown

MBD010CAD75.unknown

MBD010CAD79.unknown

MBD010CAD7B.unknown

MBD010CAD7C.unknown

MBD010CAD7A.unknown

MBD010CAD77.unknown

MBD010CAD78.unknown

MBD010CAD76.unknown

MBD010CAD71.unknown

MBD010CAD73.unknown

MBD010CAD74.unknown

MBD010CAD72.unknown

MBD010CAD6F.unknown

MBD010CAD70.unknown

MBD010CAD6D.unknown

MBD010CAD6E.unknown