-------------------------------------------------------------------------- Association Studies for Quantitative Traits in Structured Populations: Results from Models Using Null Loci Date: Wed Apr 18 14:39:29 2007 -------------------------------------------------------------------------- -------------------------------------------------------------------------- Program: GC Response Type (Y): Binomial Covariates: Yes Number of loci in data file: 50 Number of subjects: 100 Null Loci: 6-50 -------------------------------------------------------------------------- --------------- Marginal models --------------- Model Statistic p-value -------------------------------------------------------------------------- X6 -2.196 0.0281 X7 -1.184 0.2366 X8 1.716 0.0861 X9 2.167 0.0302 X10 -0.044 0.9650 X11 -0.946 0.3442 X12 -0.746 0.4558 X13 0.939 0.3479 X14 -1.894 0.0583 X15 0.152 0.8794 X16 -1.218 0.2230 X17 -0.955 0.3398 X18 2.407 0.0161 X19 0.895 0.3708 X20 -0.274 0.7838 X21 -0.650 0.5157 X22 0.647 0.5179 X23 1.946 0.0517 X24 -0.754 0.4506 X25 -0.564 0.5730 X26 -0.895 0.3708 X27 1.192 0.2332 X28 0.246 0.8060 X29 -1.999 0.0457 X30 -1.786 0.0742 X31 -1.982 0.0475 X32 1.586 0.1128 X33 -0.230 0.8182 X34 -0.786 0.4319 X35 -0.424 0.6717 X36 2.651 0.0080 X37 2.542 0.0110 X38 0.378 0.7053 X39 1.274 0.2028 X40 -0.752 0.4521 X41 0.743 0.4578 X42 -0.589 0.5556 X43 1.101 0.2711 X44 -1.481 0.1387 X45 -1.468 0.1422 X46 0.888 0.3743 X47 -1.063 0.2880 X48 -1.580 0.1140 X49 -0.937 0.3487 X50 0.212 0.8323 ------------------ Interaction models ------------------ Interaction Omnibus ----------------------- ----------------------- Model Statistic p-value Statistic p-value -------------------------------------------------------------------------- X6*X7 -0.425 0.6709 1.717 0.1689 X6*X8 -0.179 0.8583 1.708 0.1707 X6*X9 0.748 0.4548 2.497 0.0644 X6*X10 0.595 0.5520 1.308 0.2764 X6*X11 1.898 0.0577 2.502 0.0641 X6*X12 -0.261 0.7944 1.364 0.2587 X6*X13 0.737 0.4609 1.555 0.2056 X6*X14 0.059 0.9531 2.347 0.0777 X6*X15 1.938 0.0526 2.269 0.0855 X6*X16 0.134 0.8935 1.493 0.2215 X6*X17 2.002 0.0452 2.800 0.0442 X6*X18 -1.298 0.1944 2.863 0.0409 X6*X19 -0.253 0.8002 1.641 0.1851 X6*X20 0.934 0.3503 1.455 0.2319 X6*X21 0.638 0.5234 1.379 0.2539 X6*X22 -0.091 0.9277 1.361 0.2596 X6*X23 0.478 0.6328 2.035 0.1142 X6*X24 0.483 0.6289 1.446 0.2343 X6*X25 -0.257 0.7973 1.281 0.2856 X6*X26 0.836 0.4033 1.579 0.1996 X6*X27 1.075 0.2822 1.885 0.1375 X6*X28 -1.574 0.1156 1.860 0.1417 X6*X29 0.261 0.7940 2.552 0.0602 X6*X30 0.186 0.8525 1.623 0.1894 X6*X31 -0.440 0.6600 1.868 0.1403 X6*X32 -0.271 0.7863 1.550 0.2069 X6*X33 0.494 0.6214 1.277 0.2868 X6*X34 -1.454 0.1460 1.875 0.1392 X6*X35 -0.234 0.8147 1.248 0.2967 X6*X36 0.555 0.5790 2.489 0.0651 X6*X37 2.266 0.0235 4.912 0.0032 X6*X38 0.697 0.4860 1.352 0.2625 X6*X39 -1.059 0.2897 2.253 0.0872 X6*X40 0.238 0.8122 1.283 0.2848 X6*X41 -1.126 0.2601 1.675 0.1776 X6*X42 -0.869 0.3850 1.644 0.1845 X6*X43 1.220 0.2224 1.789 0.1547 X6*X44 -0.468 0.6394 2.062 0.1105 X6*X45 1.521 0.1281 2.368 0.0756 X6*X46 0.012 0.9902 3.149 0.0286 X6*X47 0.303 0.7618 1.457 0.2313 X6*X48 -0.498 0.6186 1.882 0.1380 X6*X49 -0.570 0.5689 1.324 0.2713 X6*X50 -0.075 0.9404 1.210 0.3106 X7*X8 -1.415 0.1571 1.687 0.1752 X7*X9 0.935 0.3496 1.844 0.1445 X7*X10 -0.053 0.9580 0.333 0.8014 X7*X11 -0.513 0.6082 0.614 0.6078 X7*X12 -0.030 0.9763 0.436 0.7279 X7*X13 0.349 0.7269 0.537 0.6578 X7*X14 0.046 0.9632 1.195 0.3161 X7*X15 1.176 0.2395 0.668 0.5740 X7*X16 1.347 0.1781 1.140 0.3371 X7*X17 1.385 0.1660 1.047 0.3757 X7*X18 -0.515 0.6069 2.236 0.0891 X7*X19 0.626 0.5311 0.593 0.6214 X7*X20 -0.713 0.4760 0.458 0.7122 X7*X21 -0.455 0.6493 0.458 0.7121 X7*X22 -1.934 0.0531 1.425 0.2403 X7*X23 -0.554 0.5794 1.681 0.1763 X7*X24 -1.680 0.0930 1.218 0.3077 X7*X25 0.055 0.9559 0.386 0.7631 X7*X26 0.984 0.3250 0.786 0.5048 X7*X27 0.077 0.9383 0.778 0.5092 X7*X28 1.052 0.2930 0.616 0.6066 X7*X29 -1.848 0.0645 2.278 0.0846 X7*X30 0.549 0.5831 1.280 0.2860 X7*X31 -1.817 0.0692 2.221 0.0908 X7*X32 -0.524 0.6002 0.970 0.4104 X7*X33 -0.513 0.6076 0.400 0.7532 X7*X34 0.468 0.6399 0.530 0.6625 X7*X35 -1.133 0.2572 0.674 0.5701 X7*X36 -0.688 0.4914 2.452 0.0682 X7*X37 -1.453 0.1463 2.614 0.0557 X7*X38 0.662 0.5077 0.435 0.7286 X7*X39 -0.962 0.3361 0.897 0.4459 X7*X40 0.169 0.8661 0.477 0.6994 X7*X41 -0.632 0.5271 0.531 0.6622 X7*X42 1.677 0.0935 1.167 0.3267 X7*X43 0.828 0.4076 0.895 0.4466 X7*X44 1.420 0.1557 1.358 0.2604 X7*X45 -1.450 0.1472 1.414 0.2435 X7*X46 0.460 0.6457 0.522 0.6680 X7*X47 0.345 0.7303 0.598 0.6181 X7*X48 -0.278 0.7813 1.074 0.3639 X7*X49 -0.262 0.7932 0.574 0.6332 X7*X50 -0.484 0.6286 0.397 0.7558 X8*X9 1.346 0.1784 2.367 0.0758 X8*X10 -1.086 0.2776 1.023 0.3863 X8*X11 -0.216 0.8291 0.829 0.4809 X8*X12 -0.392 0.6952 0.923 0.4328 X8*X13 -0.750 0.4530 1.116 0.3465 X8*X14 0.234 0.8146 1.560 0.2042 X8*X15 -0.889 0.3740 0.950 0.4196 X8*X16 1.665 0.0959 1.860 0.1418 X8*X17 -0.491 0.6237 1.000 0.3966 X8*X18 -1.044 0.2967 2.534 0.0616 X8*X19 1.728 0.0840 1.729 0.1664 X8*X20 0.725 0.4683 0.850 0.4702 X8*X21 -0.071 0.9432 0.928 0.4305 X8*X22 -0.316 0.7522 0.802 0.4961 X8*X23 -0.010 0.9917 2.300 0.0823 X8*X24 -0.409 0.6825 1.006 0.3936 X8*X25 1.231 0.2182 1.217 0.3081 X8*X26 1.314 0.1887 1.269 0.2895 X8*X27 -0.768 0.4423 1.225 0.3049 X8*X28 -0.745 0.4563 0.889 0.4498 X8*X29 -0.354 0.7236 2.106 0.1046 X8*X30 -1.261 0.2073 1.953 0.1264 X8*X31 -0.373 0.7090 1.762 0.1599 X8*X32 1.788 0.0738 2.084 0.1076 X8*X33 -0.980 0.3270 0.984 0.4040 X8*X34 1.560 0.1188 1.441 0.2358 X8*X35 -0.161 0.8720 0.760 0.5195 X8*X36 -0.684 0.4941 2.590 0.0574 X8*X37 0.370 0.7111 2.568 0.0591 X8*X38 0.380 0.7037 0.829 0.4812 X8*X39 -0.663 0.5074 1.263 0.2915 X8*X40 1.515 0.1298 1.410 0.2448 X8*X41 0.417 0.6769 0.865 0.4624 X8*X42 0.686 0.4929 0.880 0.4546 X8*X43 -0.729 0.4658 1.065 0.3678 X8*X44 0.854 0.3932 1.368 0.2574 X8*X45 -0.618 0.5366 1.687 0.1750 X8*X46 -0.015 0.9879 1.907 0.1337 X8*X47 -0.193 0.8471 1.207 0.3116 X8*X48 -0.248 0.8042 1.471 0.2275 X8*X49 0.838 0.4020 1.124 0.3435 X8*X50 -0.578 0.5634 0.892 0.4481 X9*X10 0.090 0.9280 1.455 0.2319 X9*X11 -1.238 0.2157 2.381 0.0745 X9*X12 0.015 0.9882 2.184 0.0951 X9*X13 -0.229 0.8191 1.623 0.1892 X9*X14 0.490 0.6238 2.505 0.0638 X9*X15 0.622 0.5342 1.553 0.2060 X9*X16 0.901 0.3678 2.150 0.0991 X9*X17 -0.014 0.9885 1.993 0.1203 X9*X18 0.278 0.7807 2.679 0.0514 X9*X19 0.113 0.9099 1.718 0.1685 X9*X20 -0.015 0.9879 2.222 0.0907 X9*X21 0.303 0.7617 1.538 0.2099 X9*X22 -0.009 0.9926 1.756 0.1610 X9*X23 -0.012 0.9903 2.386 0.0740 X9*X24 0.017 0.9867 1.719 0.1684 X9*X25 -0.014 0.9890 1.642 0.1850 X9*X26 -0.408 0.6830 1.621 0.1898 X9*X27 -0.512 0.6088 2.020 0.1164 X9*X28 -0.294 0.7689 1.496 0.2208 X9*X29 0.011 0.9911 3.216 0.0264 X9*X30 -0.012 0.9901 3.392 0.0212 X9*X31 0.010 0.9918 2.848 0.0417 X9*X32 -0.085 0.9326 1.822 0.1485 X9*X33 -0.694 0.4874 1.602 0.1941 X9*X34 0.049 0.9605 1.528 0.2124 X9*X35 0.162 0.8711 1.474 0.2266 X9*X36 0.320 0.7491 3.012 0.0340 X9*X37 0.281 0.7784 2.892 0.0394 X9*X38 -0.573 0.5666 1.551 0.2064 X9*X39 -0.010 0.9923 2.164 0.0975 X9*X40 -0.164 0.8701 1.637 0.1860 X9*X41 -0.011 0.9911 2.120 0.1029 X9*X42 1.008 0.3137 1.933 0.1296 X9*X43 0.211 0.8332 1.589 0.1972 X9*X44 0.013 0.9897 3.199 0.0269 X9*X45 -0.015 0.9881 2.166 0.0972 X9*X46 -0.013 0.9898 1.861 0.1415 X9*X47 -0.439 0.6609 1.650 0.1832 X9*X48 1.102 0.2707 2.588 0.0576 X9*X49 0.707 0.4798 1.847 0.1440 X9*X50 -0.009 0.9926 1.590 0.1971 X10*X11 1.172 0.2412 0.540 0.6562 X10*X12 2.856 0.0043 2.344 0.0779 X10*X13 -0.178 0.8585 0.214 0.8868 X10*X14 0.819 0.4126 1.065 0.3677 X10*X15 1.594 0.1110 0.625 0.6009 X10*X16 -0.196 0.8450 0.360 0.7817 X10*X17 -1.539 0.1238 0.841 0.4749 X10*X18 1.525 0.1272 2.522 0.0625 X10*X19 -1.719 0.0856 0.927 0.4307 X10*X20 -1.955 0.0506 0.964 0.4129 X10*X21 0.227 0.8205 0.109 0.9546 X10*X22 -0.758 0.4482 0.236 0.8713 X10*X23 1.342 0.1795 1.674 0.1778 X10*X24 -0.538 0.5904 0.198 0.8972 X10*X25 0.130 0.8968 0.077 0.9724 X10*X26 -1.067 0.2860 0.460 0.7106 X10*X27 -0.966 0.3339 0.571 0.6356 X10*X28 0.540 0.5895 0.083 0.9691 X10*X29 0.284 0.7766 1.099 0.3536 X10*X30 2.239 0.0252 2.231 0.0896 X10*X31 -0.516 0.6060 1.044 0.3769 X10*X32 0.701 0.4835 0.727 0.5383 X10*X33 -0.368 0.7131 0.044 0.9875 X10*X34 -0.356 0.7215 0.172 0.9152 X10*X35 1.604 0.1087 0.687 0.5623 X10*X36 -0.600 0.5482 2.190 0.0944 X10*X37 0.682 0.4950 1.837 0.1458 X10*X38 -0.896 0.3702 0.220 0.8825 X10*X39 -0.075 0.9403 0.387 0.7630 X10*X40 1.124 0.2612 0.443 0.7229 X10*X41 0.738 0.4606 0.256 0.8568 X10*X42 -0.068 0.9461 0.081 0.9702 X10*X43 0.770 0.4414 0.426 0.7347 X10*X44 -0.189 0.8504 0.534 0.6602 X10*X45 -0.620 0.5352 0.602 0.6151 X10*X46 0.442 0.6584 0.230 0.8752 X10*X47 -0.993 0.3206 0.499 0.6836 X10*X48 0.638 0.5232 0.694 0.5581 X10*X49 -0.143 0.8865 0.211 0.8888 X10*X50 0.221 0.8253 0.027 0.9940 X11*X12 0.509 0.6105 0.424 0.7361 X11*X13 -2.052 0.0402 1.569 0.2022 X11*X14 -0.756 0.4499 1.039 0.3790 X11*X15 0.044 0.9648 0.225 0.8790 X11*X16 1.394 0.1632 1.094 0.3558 X11*X17 -0.203 0.8388 0.414 0.7435 X11*X18 -1.214 0.2247 2.436 0.0695 X11*X19 0.293 0.7697 0.431 0.7316 X11*X20 -0.692 0.4887 0.335 0.8000 X11*X21 -0.964 0.3348 0.554 0.6465 X11*X22 -0.937 0.3490 0.466 0.7066 X11*X23 0.861 0.3895 1.655 0.1821 X11*X24 0.746 0.4554 0.404 0.7507 X11*X25 -0.254 0.7998 0.301 0.8246 X11*X26 -0.855 0.3925 0.579 0.6299 X11*X27 1.298 0.1944 0.859 0.4654 X11*X28 -0.190 0.8497 0.223 0.8805 X11*X29 -0.355 0.7229 1.347 0.2638 X11*X30 -0.623 0.5336 1.138 0.3380 X11*X31 0.514 0.6075 1.375 0.2551 X11*X32 0.316 0.7521 0.809 0.4919 X11*X33 -0.485 0.6278 0.268 0.8485 X11*X34 0.268 0.7889 0.441 0.7245 X11*X35 -1.029 0.3035 0.470 0.7039 X11*X36 0.638 0.5238 2.248 0.0878 X11*X37 0.945 0.3447 2.725 0.0486 X11*X38 -0.305 0.7606 0.263 0.8522 X11*X39 0.845 0.3984 0.772 0.5126 X11*X40 0.836 0.4034 0.484 0.6941 X11*X41 0.902 0.3668 0.531 0.6619 X11*X42 0.929 0.3531 0.485 0.6936 X11*X43 0.298 0.7659 0.625 0.6005 X11*X44 -0.153 0.8784 0.738 0.5319 X11*X45 0.640 0.5223 0.979 0.4062 X11*X46 0.737 0.4611 0.601 0.6162 X11*X47 1.828 0.0675 1.402 0.2472 X11*X48 0.004 0.9966 0.886 0.4513 X11*X49 -1.409 0.1588 0.970 0.4104 X11*X50 0.984 0.3249 0.503 0.6814 X12*X13 0.327 0.7439 0.372 0.7730 X12*X14 1.040 0.2983 1.381 0.2535 X12*X15 0.193 0.8466 0.145 0.9330 X12*X16 1.919 0.0550 1.442 0.2356 X12*X17 1.519 0.1288 1.121 0.3445 X12*X18 2.221 0.0264 3.583 0.0167 X12*X19 0.129 0.8976 0.265 0.8504 X12*X20 0.155 0.8767 0.162 0.9214 X12*X21 -1.391 0.1641 0.680 0.5662 X12*X22 0.499 0.6179 0.297 0.8275 X12*X23 1.032 0.3019 1.412 0.2441 X12*X24 -0.015 0.9881 0.337 0.7984 X12*X25 0.528 0.5977 0.236 0.8714 X12*X26 -0.077 0.9386 0.346 0.7924 X12*X27 -1.110 0.2670 0.783 0.5065 X12*X28 0.965 0.3346 0.368 0.7759 X12*X29 -1.356 0.1752 1.467 0.2284 X12*X30 -0.538 0.5903 0.969 0.4108 X12*X31 -0.776 0.4377 1.343 0.2650 X12*X32 0.011 0.9910 0.782 0.5071 X12*X33 -0.000 0.9999 0.139 0.9365 X12*X34 0.796 0.4258 0.474 0.7015 X12*X35 -0.250 0.8026 0.177 0.9120 X12*X36 0.611 0.5413 1.969 0.1240 X12*X37 0.331 0.7405 2.049 0.1123 X12*X38 -0.296 0.7676 0.160 0.9229 X12*X39 -0.677 0.4985 0.672 0.5714 X12*X40 -0.476 0.6344 0.294 0.8296 X12*X41 -1.224 0.2209 0.607 0.6121 X12*X42 0.346 0.7297 0.242 0.8671 X12*X43 -0.543 0.5871 0.518 0.6706 X12*X44 -1.105 0.2694 0.971 0.4099 X12*X45 0.326 0.7444 0.742 0.5294 X12*X46 -0.016 0.9871 2.145 0.0997 X12*X47 -1.239 0.2152 0.802 0.4960 X12*X48 0.873 0.3825 0.957 0.4163 X12*X49 1.237 0.2162 0.740 0.5310 X12*X50 1.885 0.0595 1.082 0.3606 X13*X14 -0.878 0.3799 1.216 0.3084 X13*X15 -0.451 0.6517 0.259 0.8545 X13*X16 2.052 0.0402 1.539 0.2096 X13*X17 1.945 0.0518 1.431 0.2388 X13*X18 1.355 0.1753 2.257 0.0868 X13*X19 1.212 0.2256 0.767 0.5153 X13*X20 0.849 0.3957 0.386 0.7633 X13*X21 0.637 0.5244 0.393 0.7583 X13*X22 0.167 0.8675 0.318 0.8121 X13*X23 -1.331 0.1833 1.616 0.1910 X13*X24 -1.683 0.0923 1.040 0.3787 X13*X25 -0.161 0.8718 0.262 0.8524 X13*X26 -0.948 0.3432 0.579 0.6302 X13*X27 0.940 0.3475 0.833 0.4792 X13*X28 0.429 0.6676 0.252 0.8597 X13*X29 -0.785 0.4326 1.377 0.2545 X13*X30 1.379 0.1680 1.490 0.2222 X13*X31 -1.709 0.0874 1.960 0.1253 X13*X32 -0.731 0.4649 0.999 0.3971 X13*X33 -0.116 0.9077 0.221 0.8818 X13*X34 -0.391 0.6960 0.358 0.7834 X13*X35 0.114 0.9092 0.248 0.8624 X13*X36 -0.217 0.8284 1.957 0.1257 X13*X37 -1.871 0.0613 2.892 0.0395 X13*X38 -0.437 0.6623 0.257 0.8564 X13*X39 1.953 0.0508 1.676 0.1774 X13*X40 0.101 0.9195 0.338 0.7982 X13*X41 -1.415 0.1570 0.824 0.4839 X13*X42 -2.012 0.0443 1.389 0.2509 X13*X43 -0.682 0.4951 0.630 0.5976 X13*X44 -1.415 0.1570 1.301 0.2789 X13*X45 0.180 0.8569 0.659 0.5792 X13*X46 0.076 0.9396 0.382 0.7665 X13*X47 0.676 0.4988 0.523 0.6675 X13*X48 1.301 0.1934 1.342 0.2655 X13*X49 -0.543 0.5871 0.505 0.6794 X13*X50 0.105 0.9164 0.226 0.8780 X14*X15 0.368 0.7128 0.930 0.4294 X14*X16 -0.681 0.4961 1.585 0.1982 X14*X17 -1.877 0.0605 2.128 0.1019 X14*X18 -0.140 0.8883 2.662 0.0525 X14*X19 -2.292 0.0219 2.691 0.0507 X14*X20 -1.013 0.3109 1.141 0.3368 X14*X21 0.531 0.5955 1.007 0.3933 X14*X22 0.063 0.9499 0.891 0.4487 X14*X23 1.891 0.0586 3.520 0.0181 X14*X24 0.090 0.9284 0.921 0.4339 X14*X25 -0.549 0.5827 0.970 0.4104 X14*X26 -2.076 0.0379 2.313 0.0810 X14*X27 -0.359 0.7197 1.112 0.3483 X14*X28 0.447 0.6546 0.922 0.4333 X14*X29 -0.633 0.5265 2.070 0.1095 X14*X30 -0.493 0.6222 1.749 0.1624 X14*X31 -0.615 0.5385 2.314 0.0809 X14*X32 0.761 0.4469 1.489 0.2226 X14*X33 -1.875 0.0608 1.794 0.1537 X14*X34 0.164 0.8695 1.055 0.3719 X14*X35 -1.941 0.0523 1.932 0.1298 X14*X36 1.513 0.1304 3.452 0.0197 X14*X37 -0.264 0.7915 2.763 0.0463 X14*X38 0.236 0.8137 0.910 0.4394 X14*X39 -0.394 0.6937 1.142 0.3362 X14*X40 1.158 0.2468 1.394 0.2495 X14*X41 1.268 0.2048 1.367 0.2577 X14*X42 -0.100 0.9206 0.965 0.4128 X14*X43 -1.177 0.2393 1.789 0.1546 X14*X44 0.594 0.5527 1.599 0.1948 X14*X45 0.915 0.3604 1.503 0.2189 X14*X46 1.284 0.1991 1.553 0.2059 X14*X47 -1.656 0.0977 1.759 0.1603 X14*X48 1.052 0.2929 1.656 0.1818 X14*X49 -2.695 0.0070 3.245 0.0254 X14*X50 1.027 0.3043 1.199 0.3146 X15*X16 -0.510 0.6100 0.409 0.7468 X15*X17 -0.660 0.5093 0.320 0.8112 X15*X18 0.126 0.8997 1.635 0.1864 X15*X19 -0.439 0.6608 0.237 0.8702 X15*X20 -0.980 0.3271 0.245 0.8644 X15*X21 -0.560 0.5756 0.171 0.9156 X15*X22 1.320 0.1869 0.520 0.6695 X15*X23 0.438 0.6614 1.042 0.3776 X15*X24 2.057 0.0397 1.252 0.2955 X15*X25 0.991 0.3216 0.308 0.8195 X15*X26 0.849 0.3960 0.376 0.7705 X15*X27 0.543 0.5869 0.404 0.7507 X15*X28 0.137 0.8914 0.024 0.9948 X15*X29 -0.734 0.4631 1.129 0.3414 X15*X30 -1.140 0.2541 1.093 0.3562 X15*X31 0.832 0.4052 1.138 0.3377 X15*X32 0.391 0.6959 0.653 0.5831 X15*X33 0.688 0.4915 0.129 0.9428 X15*X34 -1.124 0.2608 0.445 0.7213 X15*X35 -0.112 0.9106 0.055 0.9830 X15*X36 0.667 0.5050 2.058 0.1111 X15*X37 0.611 0.5412 1.803 0.1519 X15*X38 0.066 0.9472 0.037 0.9903 X15*X39 1.008 0.3135 0.635 0.5943 X15*X40 -0.241 0.8098 0.150 0.9297 X15*X41 0.342 0.7325 0.162 0.9217 X15*X42 -0.341 0.7331 0.107 0.9557 X15*X43 0.186 0.8524 0.302 0.8238 X15*X44 -0.666 0.5053 0.629 0.5979 X15*X45 0.754 0.4509 0.696 0.5569 X15*X46 -0.093 0.9259 0.211 0.8889 X15*X47 -0.919 0.3580 0.464 0.7084 X15*X48 -0.718 0.4726 0.725 0.5395 X15*X49 1.660 0.0970 0.886 0.4512 X15*X50 0.537 0.5913 0.081 0.9704 X16*X17 -0.101 0.9199 0.457 0.7127 X16*X18 0.363 0.7164 2.128 0.1019 X16*X19 0.182 0.8554 0.487 0.6918 X16*X20 0.037 0.9709 0.377 0.7698 X16*X21 -0.466 0.6416 0.445 0.7215 X16*X22 0.125 0.9003 0.456 0.7139 X16*X23 1.525 0.1274 1.942 0.1282 X16*X24 1.291 0.1966 1.013 0.3904 X16*X25 0.938 0.3483 0.642 0.5901 X16*X26 -1.245 0.2133 0.885 0.4519 X16*X27 -1.328 0.1841 1.159 0.3296 X16*X28 -0.296 0.7671 0.383 0.7657 X16*X29 0.326 0.7446 1.563 0.2034 X16*X30 0.349 0.7267 1.180 0.3217 X16*X31 2.818 0.0048 3.683 0.0148 X16*X32 -0.004 0.9969 0.918 0.4354 X16*X33 0.078 0.9377 0.358 0.7835 X16*X34 -0.371 0.7105 0.514 0.6737 X16*X35 -1.176 0.2396 0.736 0.5332 X16*X36 -1.428 0.1533 2.753 0.0469 X16*X37 1.861 0.0627 3.003 0.0343 X16*X38 -0.462 0.6444 0.416 0.7421 X16*X39 -2.377 0.0175 2.564 0.0593 X16*X40 1.202 0.2295 0.852 0.4688 X16*X41 -1.095 0.2736 0.708 0.5496 X16*X42 0.313 0.7540 0.452 0.7163 X16*X43 1.060 0.2889 0.938 0.4255 X16*X44 0.390 0.6966 0.872 0.4583 X16*X45 0.380 0.7043 0.861 0.4643 X16*X46 -1.187 0.2353 0.901 0.4437 X16*X47 -0.001 0.9996 0.594 0.6205 X16*X48 -1.287 0.1980 1.419 0.2420 X16*X49 2.108 0.0350 1.768 0.1586 X16*X50 -0.904 0.3659 0.548 0.6507 X17*X18 -0.714 0.4755 1.979 0.1224 X17*X19 1.463 0.1434 0.934 0.4275 X17*X20 -1.057 0.2905 0.483 0.6946 X17*X21 -1.839 0.0660 1.367 0.2576 X17*X22 -1.312 0.1897 0.785 0.5051 X17*X23 1.502 0.1331 1.849 0.1436 X17*X24 -1.364 0.1727 0.848 0.4710 X17*X25 -1.313 0.1891 0.748 0.5262 X17*X26 -0.232 0.8166 0.341 0.7958 X17*X27 0.039 0.9686 0.535 0.6593 X17*X28 1.723 0.0848 1.058 0.3708 X17*X29 0.457 0.6479 1.312 0.2752 X17*X30 0.641 0.5217 1.207 0.3115 X17*X31 1.390 0.1646 1.799 0.1528 X17*X32 0.357 0.7209 0.773 0.5119 X17*X33 0.819 0.4129 0.380 0.7676 X17*X34 -1.345 0.1786 0.800 0.4967 X17*X35 -0.182 0.8558 0.273 0.8444 X17*X36 -0.674 0.5006 2.229 0.0899 X17*X37 0.674 0.5005 2.096 0.1060 X17*X38 0.783 0.4336 0.423 0.7372 X17*X39 -1.278 0.2011 1.398 0.2483 X17*X40 0.144 0.8856 0.391 0.7595 X17*X41 -1.120 0.2627 0.661 0.5780 X17*X42 0.293 0.7695 0.328 0.8049 X17*X43 0.384 0.7007 0.583 0.6277 X17*X44 0.118 0.9059 0.665 0.5753 X17*X45 0.118 0.9060 0.711 0.5477 X17*X46 A problem occured when fitting this null model. X17*X47 0.361 0.7180 0.508 0.6777 X17*X48 0.453 0.6503 1.007 0.3931 X17*X49 -0.037 0.9702 0.440 0.7253 X17*X50 -1.267 0.2052 0.654 0.5822 X18*X19 -1.644 0.1001 3.152 0.0285 X18*X20 -0.579 0.5627 1.688 0.1748 X18*X21 -0.311 0.7559 1.690 0.1744 X18*X22 -1.362 0.1731 2.328 0.0796 X18*X23 1.295 0.1952 2.689 0.0508 X18*X24 -1.109 0.2675 2.000 0.1193 X18*X25 -0.561 0.5745 1.759 0.1604 X18*X26 -1.298 0.1944 2.203 0.0928 X18*X27 -1.104 0.2695 2.922 0.0380 X18*X28 1.458 0.1448 2.161 0.0978 X18*X29 0.549 0.5827 3.214 0.0264 X18*X30 0.150 0.8807 2.101 0.1053 X18*X31 -1.236 0.2163 2.509 0.0635 X18*X32 0.703 0.4823 2.188 0.0946 X18*X33 -0.168 0.8663 1.596 0.1955 X18*X34 0.777 0.4370 1.811 0.1505 X18*X35 1.445 0.1485 2.303 0.0820 X18*X36 0.317 0.7513 2.435 0.0697 X18*X37 -2.015 0.0439 4.914 0.0032 X18*X38 -1.730 0.0836 2.545 0.0607 X18*X39 0.194 0.8460 2.014 0.1172 X18*X40 -0.137 0.8909 1.590 0.1971 X18*X41 0.187 0.8519 1.803 0.1520 X18*X42 1.916 0.0554 3.035 0.0330 X18*X43 1.088 0.2766 2.013 0.1174 X18*X44 -0.005 0.9958 2.034 0.1143 X18*X45 -1.095 0.2735 2.419 0.0711 X18*X46 -1.125 0.2605 2.135 0.1010 X18*X47 -2.407 0.0161 3.458 0.0195 X18*X48 -0.084 0.9333 2.007 0.1182 X18*X49 1.145 0.2524 2.071 0.1093 X18*X50 1.525 0.1272 2.444 0.0689 X19*X20 1.652 0.0984 0.893 0.4478 X19*X21 2.131 0.0331 1.513 0.2162 X19*X22 0.641 0.5218 0.358 0.7836 X19*X23 -0.054 0.9566 1.403 0.2467 X19*X24 0.449 0.6537 0.400 0.7530 X19*X25 -0.420 0.6744 0.321 0.8102 X19*X26 0.145 0.8851 0.454 0.7151 X19*X27 0.766 0.4435 0.605 0.6132 X19*X28 -1.684 0.0923 0.909 0.4396 X19*X29 0.508 0.6113 1.232 0.3024 X19*X30 -2.804 0.0050 3.528 0.0179 X19*X31 -0.088 0.9297 1.219 0.3072 X19*X32 -1.338 0.1808 1.567 0.2027 X19*X33 -0.017 0.9865 0.214 0.8864 X19*X34 0.120 0.9044 0.360 0.7818 X19*X35 -0.559 0.5759 0.299 0.8258 X19*X36 -0.956 0.3389 2.585 0.0578 X19*X37 0.292 0.7704 2.010 0.1179 X19*X38 1.112 0.2659 0.486 0.6925 X19*X39 0.037 0.9706 0.635 0.5940 X19*X40 -0.511 0.6097 0.372 0.7736 X19*X41 0.531 0.5954 0.428 0.7334 X19*X42 0.022 0.9822 0.265 0.8503 X19*X43 0.134 0.8931 0.453 0.7156 X19*X44 0.828 0.4074 0.829 0.4812 X19*X45 -0.120 0.9047 0.753 0.5234 X19*X46 0.839 0.4016 0.619 0.6044 X19*X47 1.381 0.1673 1.046 0.3760 X19*X48 -0.758 0.4483 0.957 0.4165 X19*X49 -1.824 0.0682 1.366 0.2581 X19*X50 0.216 0.8291 0.226 0.8780 X20*X21 0.651 0.5152 0.210 0.8895 X20*X22 -0.042 0.9662 0.126 0.9445 X20*X23 -0.012 0.9903 2.906 0.0387 X20*X24 -1.914 0.0556 1.098 0.3541 X20*X25 0.528 0.5975 0.151 0.9286 X20*X26 -1.249 0.2117 0.563 0.6410 X20*X27 1.243 0.2140 0.792 0.5011 X20*X28 0.079 0.9367 0.031 0.9927 X20*X29 1.055 0.2915 1.381 0.2534 X20*X30 0.907 0.3646 1.025 0.3852 X20*X31 0.861 0.3892 1.195 0.3161 X20*X32 -0.529 0.5971 0.705 0.5514 X20*X33 1.373 0.1699 0.493 0.6879 X20*X34 -0.754 0.4511 0.287 0.8349 X20*X35 1.241 0.2145 0.445 0.7214 X20*X36 -0.014 0.9886 1.846 0.1441 X20*X37 -0.671 0.5019 1.804 0.1518 X20*X38 1.204 0.2287 0.398 0.7548 X20*X39 0.452 0.6512 0.441 0.7245 X20*X40 0.491 0.6233 0.194 0.9004 X20*X41 -1.002 0.3165 0.400 0.7532 X20*X42 -0.020 0.9837 0.113 0.9524 X20*X43 -1.082 0.2793 0.593 0.6212 X20*X44 -0.845 0.3983 0.701 0.5536 X20*X45 -0.777 0.4372 0.682 0.5653 X20*X46 1.290 0.1971 0.616 0.6064 X20*X47 1.416 0.1567 0.778 0.5091 X20*X48 0.596 0.5512 0.686 0.5625 X20*X49 -0.513 0.6081 0.275 0.8430 X20*X50 -1.535 0.1247 0.630 0.5973 X21*X22 -0.450 0.6528 0.253 0.8590 X21*X23 -1.250 0.2113 1.491 0.2220 X21*X24 -0.640 0.5222 0.351 0.7887 X21*X25 0.291 0.7707 0.168 0.9178 X21*X26 -0.202 0.8398 0.315 0.8143 X21*X27 -0.049 0.9607 0.467 0.7061 X21*X28 0.977 0.3287 0.340 0.7963 X21*X29 -0.775 0.4386 1.301 0.2789 X21*X30 0.330 0.7410 0.883 0.4531 X21*X31 0.031 0.9749 1.186 0.3193 X21*X32 0.241 0.8093 0.708 0.5497 X21*X33 0.311 0.7554 0.140 0.9358 X21*X34 2.263 0.0236 1.654 0.1822 X21*X35 -1.493 0.1354 0.687 0.5625 X21*X36 -0.351 0.7258 2.066 0.1100 X21*X37 0.232 0.8162 1.714 0.1695 X21*X38 2.339 0.0193 1.688 0.1749 X21*X39 -2.299 0.0215 1.934 0.1294 X21*X40 0.826 0.4085 0.385 0.7643 X21*X41 -3.195 0.0014 3.314 0.0233 X21*X42 0.075 0.9399 0.185 0.9063 X21*X43 -0.122 0.9033 0.463 0.7088 X21*X44 -0.224 0.8224 0.618 0.6052 X21*X45 -0.260 0.7951 0.613 0.6085 X21*X46 0.826 0.4087 0.464 0.7080 X21*X47 -0.244 0.8074 0.353 0.7871 X21*X48 1.800 0.0718 1.533 0.2110 X21*X49 2.203 0.0276 1.608 0.1926 X21*X50 -0.936 0.3494 0.310 0.8180 X22*X23 -0.010 0.9918 1.743 0.1635 X22*X24 -0.258 0.7965 0.232 0.8736 X22*X25 1.641 0.1009 0.891 0.4487 X22*X26 0.285 0.7756 0.305 0.8216 X22*X27 1.250 0.2114 0.802 0.4956 X22*X28 -1.976 0.0482 1.161 0.3287 X22*X29 -0.772 0.4398 1.316 0.2738 X22*X30 -0.624 0.5329 1.022 0.3864 X22*X31 0.302 0.7629 1.109 0.3497 X22*X32 0.284 0.7765 0.765 0.5163 X22*X33 0.117 0.9072 0.122 0.9467 X22*X34 1.382 0.1668 0.751 0.5245 X22*X35 0.442 0.6588 0.184 0.9070 X22*X36 -1.415 0.1570 2.596 0.0570 X22*X37 0.170 0.8650 2.007 0.1182 X22*X38 -0.711 0.4772 0.250 0.8612 X22*X39 1.346 0.1784 0.907 0.4409 X22*X40 -0.700 0.4841 0.341 0.7959 X22*X41 -0.312 0.7549 0.217 0.8846 X22*X42 0.956 0.3391 0.375 0.7715 X22*X43 -0.012 0.9906 1.106 0.3506 X22*X44 0.625 0.5321 0.635 0.5940 X22*X45 1.330 0.1834 1.102 0.3525 X22*X46 0.004 0.9969 0.322 0.8097 X22*X47 -1.354 0.1757 0.805 0.4942 X22*X48 0.311 0.7561 0.738 0.5322 X22*X49 0.967 0.3334 0.577 0.6316 X22*X50 -0.276 0.7826 0.130 0.9420 X23*X24 0.404 0.6865 1.285 0.2842 X23*X25 -0.215 0.8298 1.145 0.3351 X23*X26 -1.079 0.2807 1.419 0.2422 X23*X27 -1.571 0.1161 2.401 0.0726 X23*X28 1.619 0.1055 1.791 0.1543 X23*X29 0.343 0.7313 1.953 0.1264 X23*X30 -0.088 0.9298 1.403 0.2468 X23*X31 -0.991 0.3215 2.033 0.1145 X23*X32 -0.012 0.9901 2.313 0.0811 X23*X33 -0.158 0.8746 1.014 0.3901 X23*X34 -0.925 0.3549 1.331 0.2690 X23*X35 0.651 0.5153 1.154 0.3317 X23*X36 0.479 0.6320 2.256 0.0870 X23*X37 -0.009 0.9927 2.404 0.0724 X23*X38 -0.049 0.9611 1.018 0.3883 X23*X39 0.265 0.7914 1.578 0.2000 X23*X40 -0.850 0.3954 1.361 0.2596 X23*X41 1.000 0.3173 1.319 0.2727 X23*X42 0.236 0.8135 1.064 0.3682 X23*X43 1.169 0.2422 1.789 0.1547 X23*X44 -1.174 0.2405 2.102 0.1052 X23*X45 1.341 0.1800 1.895 0.1357 X23*X46 -0.014 0.9890 1.453 0.2323 X23*X47 -0.271 0.7861 1.121 0.3445 X23*X48 -0.011 0.9912 2.590 0.0574 X23*X49 -1.483 0.1381 1.760 0.1601 X23*X50 1.663 0.0962 1.844 0.1445 X24*X25 -0.461 0.6451 0.252 0.8596 X24*X26 -1.033 0.3017 0.591 0.6225 X24*X27 0.733 0.4633 0.567 0.6384 X24*X28 -1.555 0.1198 0.758 0.5204 X24*X29 1.194 0.2325 1.612 0.1917 X24*X30 -1.547 0.1219 1.525 0.2131 X24*X31 0.308 0.7583 1.068 0.3665 X24*X32 0.414 0.6787 0.820 0.4858 X24*X33 0.683 0.4943 0.256 0.8569 X24*X34 0.392 0.6949 0.312 0.8164 X24*X35 0.850 0.3953 0.342 0.7947 X24*X36 0.533 0.5940 2.170 0.0967 X24*X37 1.736 0.0825 2.695 0.0504 X24*X38 0.373 0.7089 0.205 0.8925 X24*X39 1.468 0.1420 1.098 0.3541 X24*X40 -0.415 0.6783 0.290 0.8325 X24*X41 -1.014 0.3104 0.485 0.6932 X24*X42 0.004 0.9971 0.201 0.8953 X24*X43 -1.264 0.2061 0.825 0.4834 X24*X44 0.684 0.4938 0.774 0.5112 X24*X45 0.861 0.3895 0.770 0.5137 X24*X46 -0.236 0.8133 0.328 0.8050 X24*X47 0.327 0.7436 0.413 0.7443 X24*X48 -2.444 0.0145 2.394 0.0733 X24*X49 -2.126 0.0335 1.541 0.2090 X24*X50 1.592 0.1114 0.794 0.5002 X25*X26 -1.165 0.2442 0.567 0.6383 X25*X27 1.569 0.1165 1.032 0.3823 X25*X28 -1.959 0.0501 1.077 0.3625 X25*X29 -0.197 0.8442 1.176 0.3232 X25*X30 1.351 0.1765 1.312 0.2750 X25*X31 0.297 0.7661 1.121 0.3444 X25*X32 0.790 0.4296 0.838 0.4761 X25*X33 -0.724 0.4693 0.203 0.8941 X25*X34 1.548 0.1215 0.813 0.4896 X25*X35 0.330 0.7412 0.144 0.9336 X25*X36 -1.100 0.2713 2.272 0.0853 X25*X37 1.147 0.2512 2.072 0.1092 X25*X38 0.495 0.6208 0.143 0.9338 X25*X39 0.366 0.7147 0.469 0.7043 X25*X40 1.080 0.2803 0.513 0.6741 X25*X41 0.786 0.4317 0.341 0.7958 X25*X42 -1.120 0.2629 0.485 0.6932 X25*X43 -0.937 0.3490 0.589 0.6235 X25*X44 -1.514 0.1301 1.296 0.2804 X25*X45 0.869 0.3847 0.742 0.5296 X25*X46 -0.212 0.8319 0.239 0.8692 X25*X47 1.282 0.1998 0.736 0.5333 X25*X48 0.534 0.5934 0.712 0.5470 X25*X49 -0.572 0.5671 0.322 0.8098 X25*X50 -0.141 0.8879 0.088 0.9665 X26*X27 0.846 0.3976 0.722 0.5413 X26*X28 1.644 0.1002 0.901 0.4439 X26*X29 1.177 0.2391 1.654 0.1823 X26*X30 0.074 0.9409 1.082 0.3608 X26*X31 1.181 0.2377 1.635 0.1864 X26*X32 0.426 0.6698 0.786 0.5049 X26*X33 0.549 0.5828 0.261 0.8536 X26*X34 -0.236 0.8131 0.330 0.8036 X26*X35 0.022 0.9822 0.245 0.8648 X26*X36 -1.227 0.2197 2.374 0.0752 X26*X37 0.387 0.6987 1.950 0.1268 X26*X38 -0.178 0.8590 0.231 0.8746 X26*X39 0.655 0.5124 0.665 0.5753 X26*X40 -0.657 0.5111 0.464 0.7078 X26*X41 0.210 0.8333 0.349 0.7900 X26*X42 -0.411 0.6808 0.310 0.8179 X26*X43 0.366 0.7144 0.518 0.6707 X26*X44 -0.968 0.3330 0.868 0.4604 X26*X45 0.995 0.3198 0.901 0.4440 X26*X46 -0.595 0.5520 0.394 0.7575 X26*X47 1.218 0.2231 0.799 0.4973 X26*X48 -1.185 0.2359 1.181 0.3214 X26*X49 0.697 0.4855 0.482 0.6953 X26*X50 0.378 0.7053 0.222 0.8806 X27*X28 -0.992 0.3212 0.608 0.6115 X27*X29 0.542 0.5877 1.376 0.2549 X27*X30 0.107 0.9145 1.151 0.3329 X27*X31 0.393 0.6942 1.251 0.2959 X27*X32 -1.315 0.1884 1.271 0.2889 X27*X33 2.213 0.0269 1.686 0.1754 X27*X34 0.125 0.9004 0.450 0.7177 X27*X35 -1.280 0.2006 0.777 0.5098 X27*X36 -1.624 0.1043 3.435 0.0201 X27*X37 -0.320 0.7492 1.878 0.1385 X27*X38 1.434 0.1515 0.885 0.4518 X27*X39 -0.696 0.4862 0.749 0.5257 X27*X40 0.795 0.4268 0.668 0.5739 X27*X41 -1.356 0.1751 0.904 0.4421 X27*X42 -1.754 0.0795 1.182 0.3210 X27*X43 -1.302 0.1929 1.008 0.3926 X27*X44 0.119 0.9049 0.851 0.4697 X27*X45 -2.042 0.0411 2.241 0.0886 X27*X46 0.337 0.7364 0.546 0.6520 X27*X47 1.085 0.2781 1.052 0.3733 X27*X48 0.247 0.8047 0.994 0.3994 X27*X49 1.846 0.0649 1.359 0.2601 X27*X50 -1.438 0.1505 1.008 0.3928 X28*X29 0.711 0.4772 1.119 0.3455 X28*X30 -0.375 0.7074 0.812 0.4906 X28*X31 -1.146 0.2518 1.297 0.2801 X28*X32 0.389 0.6971 0.685 0.5635 X28*X33 -0.882 0.3777 0.207 0.8914 X28*X34 1.204 0.2285 0.504 0.6802 X28*X35 0.017 0.9862 0.057 0.9822 X28*X36 1.066 0.2866 2.143 0.1000 X28*X37 2.085 0.0371 2.988 0.0350 X28*X38 -0.743 0.4574 0.174 0.9134 X28*X39 -1.360 0.1740 0.876 0.4565 X28*X40 0.574 0.5662 0.207 0.8916 X28*X41 -0.910 0.3628 0.350 0.7892 X28*X42 -0.643 0.5204 0.199 0.8968 X28*X43 2.052 0.0402 1.433 0.2381 X28*X44 1.537 0.1243 1.119 0.3454 X28*X45 0.283 0.7772 0.532 0.6614 X28*X46 -1.252 0.2104 0.626 0.5997 X28*X47 0.817 0.4140 0.422 0.7376 X28*X48 -1.400 0.1616 1.112 0.3483 X28*X49 -0.934 0.3503 0.418 0.7403 X28*X50 2.080 0.0375 1.185 0.3197 X29*X30 -1.537 0.1243 2.523 0.0624 X29*X31 -0.565 0.5720 2.159 0.0981 X29*X32 0.627 0.5308 1.903 0.1345 X29*X33 -1.035 0.3008 1.262 0.2919 X29*X34 1.047 0.2949 1.449 0.2335 X29*X35 -0.482 0.6298 1.068 0.3668 X29*X36 1.428 0.1533 3.329 0.0229 X29*X37 -0.550 0.5820 2.761 0.0464 X29*X38 0.393 0.6941 1.122 0.3443 X29*X39 -1.769 0.0770 2.430 0.0701 X29*X40 -0.703 0.4823 1.254 0.2948 X29*X41 0.856 0.3920 1.310 0.2760 X29*X42 1.756 0.0791 1.849 0.1436 X29*X43 -0.241 0.8093 1.325 0.2711 X29*X44 -0.052 0.9588 1.447 0.2342 X29*X45 -1.099 0.2719 1.781 0.1562 X29*X46 -0.749 0.4541 1.216 0.3082 X29*X47 -0.885 0.3763 1.448 0.2338 X29*X48 0.045 0.9642 1.773 0.1577 X29*X49 1.227 0.2199 1.554 0.2059 X29*X50 1.353 0.1759 1.507 0.2177 X30*X31 -0.273 0.7852 1.455 0.2319 X30*X32 1.336 0.1817 1.746 0.1630 X30*X33 -0.280 0.7793 0.815 0.4888 X30*X34 0.876 0.3811 1.219 0.3073 X30*X35 -2.276 0.0228 2.261 0.0864 X30*X36 1.396 0.1628 2.912 0.0385 X30*X37 -0.430 0.6670 2.535 0.0615 X30*X38 -0.607 0.5436 0.889 0.4497 X30*X39 -0.339 0.7344 1.123 0.3439 X30*X40 -0.772 0.4399 1.058 0.3709 X30*X41 -0.615 0.5385 1.013 0.3905 X30*X42 -0.338 0.7356 1.099 0.3536 X30*X43 -1.791 0.0733 1.779 0.1565 X30*X44 0.421 0.6739 1.798 0.1529 X30*X45 -0.813 0.4160 1.486 0.2235 X30*X46 0.832 0.4051 1.274 0.2880 X30*X47 -1.578 0.1146 1.602 0.1942 X30*X48 -1.735 0.0828 2.006 0.1184 X30*X49 0.178 0.8588 0.912 0.4382 X30*X50 0.606 0.5443 0.863 0.4634 X31*X32 0.208 0.8354 1.473 0.2270 X31*X33 0.177 0.8592 0.980 0.4055 X31*X34 0.432 0.6654 1.119 0.3453 X31*X35 0.370 0.7115 1.088 0.3583 X31*X36 -1.491 0.1360 3.212 0.0265 X31*X37 0.304 0.7614 3.183 0.0275 X31*X38 -0.443 0.6580 1.079 0.3620 X31*X39 1.091 0.2753 1.527 0.2126 X31*X40 0.321 0.7480 1.124 0.3433 X31*X41 1.255 0.2094 1.429 0.2393 X31*X42 -0.728 0.4669 1.255 0.2943 X31*X43 0.392 0.6951 1.076 0.3632 X31*X44 -0.207 0.8360 1.456 0.2316 X31*X45 0.667 0.5048 1.513 0.2163 X31*X46 -0.168 0.8664 1.130 0.3410 X31*X47 1.410 0.1585 1.693 0.1739 X31*X48 -0.216 0.8290 1.769 0.1584 X31*X49 -0.874 0.3820 1.283 0.2848 X31*X50 -0.830 0.4066 1.144 0.3355 X32*X33 0.623 0.5332 0.702 0.5531 X32*X34 -0.572 0.5676 0.944 0.4229 X32*X35 1.478 0.1394 1.187 0.3190 X32*X36 -0.335 0.7377 2.224 0.0904 X32*X37 0.063 0.9496 2.000 0.1193 X32*X38 -0.722 0.4702 0.795 0.4999 X32*X39 -0.127 0.8987 1.010 0.3918 X32*X40 -1.285 0.1988 1.254 0.2948 X32*X41 -1.038 0.2991 0.948 0.4208 X32*X42 -0.693 0.4881 1.094 0.3558 X32*X43 0.014 0.9885 0.855 0.4675 X32*X44 -1.153 0.2488 1.642 0.1850 X32*X45 1.559 0.1190 1.719 0.1685 X32*X46 -0.962 0.3358 1.074 0.3642 X32*X47 1.628 0.1035 1.549 0.2070 X32*X48 1.947 0.0516 2.101 0.1053 X32*X49 1.838 0.0661 1.694 0.1736 X32*X50 0.178 0.8586 0.620 0.6037 X33*X34 -0.861 0.3891 0.329 0.8045 X33*X35 0.554 0.5798 0.117 0.9497 X33*X36 1.114 0.2655 2.142 0.1001 X33*X37 -0.007 0.9944 1.785 0.1554 X33*X38 0.307 0.7588 0.067 0.9773 X33*X39 0.335 0.7374 0.439 0.7256 X33*X40 0.789 0.4301 0.292 0.8311 X33*X41 -0.326 0.7443 0.171 0.9159 X33*X42 0.130 0.8967 0.107 0.9558 X33*X43 0.337 0.7359 0.324 0.8080 X33*X44 -0.584 0.5589 0.632 0.5959 X33*X45 0.605 0.5455 0.613 0.6084 X33*X46 2.094 0.0362 1.724 0.1674 X33*X47 1.158 0.2470 0.609 0.6109 X33*X48 -0.439 0.6607 0.648 0.5862 X33*X49 -1.931 0.0534 1.148 0.3338 X33*X50 0.276 0.7829 0.037 0.9906 X34*X35 3.175 0.0015 3.978 0.0102 X34*X36 1.673 0.0943 2.840 0.0421 X34*X37 0.031 0.9751 1.822 0.1485 X34*X38 -1.346 0.1784 0.601 0.6160 X34*X39 -0.822 0.4110 0.724 0.5403 X34*X40 -1.879 0.0602 1.169 0.3259 X34*X41 -1.030 0.3031 0.529 0.6635 X34*X42 0.443 0.6580 0.247 0.8629 X34*X43 2.358 0.0184 2.109 0.1042 X34*X44 -0.619 0.5357 0.693 0.5583 X34*X45 0.193 0.8467 0.614 0.6073 X34*X46 0.996 0.3195 0.578 0.6308 X34*X47 0.370 0.7112 0.404 0.7501 X34*X48 0.768 0.4424 0.827 0.4824 X34*X49 -0.822 0.4111 0.483 0.6947 X34*X50 -0.647 0.5178 0.257 0.8564 X35*X36 0.577 0.5638 1.980 0.1222 X35*X37 -0.260 0.7952 1.807 0.1512 X35*X38 -0.610 0.5419 0.157 0.9252 X35*X39 0.311 0.7556 0.529 0.6633 X35*X40 -0.218 0.8271 0.200 0.8960 X35*X41 1.225 0.2208 0.571 0.6355 X35*X42 0.764 0.4448 0.264 0.8512 X35*X43 1.077 0.2816 0.651 0.5841 X35*X44 0.673 0.5009 0.763 0.5177 X35*X45 1.133 0.2572 0.889 0.4498 X35*X46 0.497 0.6194 0.281 0.8393 X35*X47 -1.158 0.2468 0.651 0.5841 X35*X48 -0.139 0.8894 0.663 0.5766 X35*X49 0.453 0.6502 0.306 0.8208 X35*X50 0.202 0.8399 0.068 0.9768 X36*X37 -1.470 0.1415 4.470 0.0056 X36*X38 -2.269 0.0233 3.502 0.0185 X36*X39 0.600 0.5482 2.497 0.0644 X36*X40 -0.532 0.5948 1.951 0.1268 X36*X41 -0.774 0.4391 2.109 0.1043 X36*X42 -0.589 0.5559 2.393 0.0734 X36*X43 0.491 0.6231 2.072 0.1091 X36*X44 -1.420 0.1557 3.140 0.0290 X36*X45 0.123 0.9022 2.353 0.0771 X36*X46 0.603 0.5467 1.972 0.1235 X36*X47 0.735 0.4621 2.031 0.1149 X36*X48 0.819 0.4128 2.568 0.0590 X36*X49 -1.471 0.1413 2.422 0.0708 X36*X50 0.182 0.8557 1.851 0.1433 X37*X38 0.923 0.3560 1.921 0.1315 X37*X39 0.452 0.6512 2.078 0.1083 X37*X40 -0.782 0.4345 2.007 0.1182 X37*X41 -0.009 0.9927 1.842 0.1449 X37*X42 -0.082 0.9350 1.705 0.1712 X37*X43 -0.309 0.7571 1.962 0.1250 X37*X44 0.778 0.4366 2.985 0.0351 X37*X45 -0.571 0.5682 2.172 0.0965 X37*X46 -0.659 0.5099 2.095 0.1061 X37*X47 0.051 0.9594 1.914 0.1327 X37*X48 -0.601 0.5478 2.306 0.0818 X37*X49 0.666 0.5057 1.897 0.1354 X37*X50 -0.507 0.6124 1.749 0.1623 X38*X39 2.330 0.0198 1.934 0.1294 X38*X40 -0.408 0.6830 0.205 0.8928 X38*X41 0.030 0.9765 0.148 0.9304 X38*X42 -2.257 0.0240 1.453 0.2324 X38*X43 1.751 0.0799 1.121 0.3445 X38*X44 0.962 0.3360 0.776 0.5103 X38*X45 0.367 0.7133 0.543 0.6544 X38*X46 -1.585 0.1130 0.881 0.4538 X38*X47 0.557 0.5775 0.348 0.7910 X38*X48 -1.078 0.2811 0.898 0.4452 X38*X49 0.895 0.3708 0.440 0.7246 X38*X50 1.047 0.2953 0.307 0.8203 X39*X40 -0.279 0.7802 0.526 0.6657 X39*X41 0.326 0.7446 0.522 0.6683 X39*X42 -0.400 0.6894 0.478 0.6983 X39*X43 -0.760 0.4471 0.843 0.4738 X39*X44 -1.298 0.1941 1.356 0.2610 X39*X45 -0.290 0.7719 0.947 0.4214 X39*X46 0.506 0.6129 0.642 0.5896 X39*X47 0.001 0.9989 0.611 0.6095 X39*X48 0.375 0.7078 0.972 0.4096 X39*X49 -0.725 0.4684 0.680 0.5666 X39*X50 0.131 0.8956 0.397 0.7554 X40*X41 -0.482 0.6297 0.351 0.7887 X40*X42 -0.344 0.7312 0.256 0.8568 X40*X43 0.382 0.7027 0.423 0.7366 X40*X44 -0.574 0.5662 0.687 0.5625 X40*X45 1.328 0.1842 1.155 0.3312 X40*X46 0.163 0.8701 0.321 0.8103 X40*X47 1.605 0.1085 1.034 0.3813 X40*X48 1.126 0.2603 1.002 0.3955 X40*X49 -0.852 0.3942 0.469 0.7045 X40*X50 -0.274 0.7839 0.150 0.9293 X41*X42 -1.358 0.1745 0.638 0.5924 X41*X43 -1.040 0.2982 0.663 0.5771 X41*X44 -0.370 0.7112 0.637 0.5928 X41*X45 0.448 0.6545 0.705 0.5515 X41*X46 -0.440 0.6597 0.342 0.7947 X41*X47 -0.219 0.8269 0.392 0.7588 X41*X48 -0.596 0.5513 0.798 0.4983 X41*X49 -0.118 0.9064 0.348 0.7910 X41*X50 0.756 0.4495 0.267 0.8488 X42*X43 1.505 0.1323 0.984 0.4040 X42*X44 -0.329 0.7419 0.549 0.6501 X42*X45 -0.008 0.9938 0.613 0.6084 X42*X46 -0.433 0.6654 0.337 0.7985 X42*X47 0.151 0.8798 0.441 0.7244 X42*X48 2.404 0.0162 2.436 0.0695 X42*X49 0.902 0.3673 0.498 0.6848 X42*X50 1.349 0.1775 0.550 0.6496 X43*X44 1.893 0.0584 1.863 0.1412 X43*X45 -1.482 0.1383 1.418 0.2424 X43*X46 1.101 0.2709 0.744 0.5284 X43*X47 -0.491 0.6232 0.604 0.6141 X43*X48 0.196 0.8448 0.862 0.4639 X43*X49 0.241 0.8099 0.540 0.6562 X43*X50 1.209 0.2267 0.647 0.5869 X44*X45 -0.650 0.5156 1.521 0.2141 X44*X46 0.008 0.9932 0.684 0.5641 X44*X47 1.031 0.3025 1.193 0.3169 X44*X48 0.703 0.4823 1.255 0.2944 X44*X49 -0.024 0.9809 0.762 0.5183 X44*X50 0.503 0.6152 0.600 0.6168 X45*X46 -0.712 0.4764 0.788 0.5037 X45*X47 -1.761 0.0782 1.435 0.2375 X45*X48 -1.496 0.1347 1.646 0.1841 X45*X49 -0.148 0.8820 0.676 0.5690 X45*X50 -0.424 0.6717 0.561 0.6422 X46*X47 -0.224 0.8224 0.472 0.7024 X46*X48 0.952 0.3409 1.122 0.3444 X46*X49 -0.099 0.9214 0.332 0.8021 X46*X50 0.111 0.9118 0.200 0.8958 X47*X48 -0.359 0.7193 0.806 0.4936 X47*X49 -0.451 0.6523 0.563 0.6410 X47*X50 -1.715 0.0863 0.999 0.3969 X48*X49 -0.562 0.5743 0.759 0.5199 X48*X50 0.955 0.3398 0.826 0.4827 X49*X50 0.631 0.5278 0.299 0.8262