These are the original data 1.807 4.246 1.246 1.333 0.709 6.956 1.999 2.723 2.804 3.221 0.743 1.606 1.848 1.813 2.307 1.667 0.553 2.153 3.838 1.651 1.445 2.918 2.881 1.844 4.457 1.256 1.236 0.892 6.703 2.045 3.390 2.664 3.236 0.849 1.660 1.742 1.849 2.636 1.717 0.555 1.946 3.798 1.529 1.419 2.813 2.780 1.959 4.698 1.235 1.405 0.882 6.471 1.898 3.765 2.569 3.453 0.970 1.756 1.601 1.926 2.893 1.777 0.623 2.015 3.997 1.726 1.613 3.148 2.871 2.120 4.520 1.235 1.501 0.560 6.572 1.451 3.526 2.583 3.427 0.953 1.792 1.702 1.971 2.925 1.798 0.666 2.111 4.090 1.847 1.609 2.933 2.622 1.969 3.646 1.229 1.449 0.677 6.577 1.492 3.037 2.222 3.138 0.959 1.740 1.408 1.706 2.466 1.837 0.639 2.709 4.353 1.773 1.503 3.026 2.506 1.985 4.112 1.240 1.247 0.897 6.608 1.682 3.157 2.241 3.156 1.014 1.871 1.489 1.835 2.704 1.900 0.680 3.077 4.320 1.505 1.564 2.948 2.465 1.962 3.901 1.146 1.359 1.022 7.004 1.698 2.990 2.209 3.072 1.026 1.906 1.557 1.775 2.587 1.994 0.719 3.370 4.528 1.623 1.587 2.669 2.447 2.048 3.977 1.174 1.396 1.025 6.466 1.771 3.022 2.211 3.145 1.060 2.002 1.334 1.631 3.229 1.971 0.761 3.636 4.820 1.659 1.525 2.579 2.226 2.088 3.765 1.135 1.455 1.147 7.234 1.775 3.098 2.303 3.261 1.150 2.006 1.761 1.693 3.932 1.944 0.793 3.663 4.691 1.716 1.502 2.641 2.361 1.889 3.520 1.263 1.401 1.211 6.573 1.630 3.084 2.169 2.987 1.094 1.970 1.755 1.636 3.470 1.912 0.799 4.181 3.651 1.641 1.422 2.405 1.847 1.564 3.130 1.341 1.452 1.030 6.401 1.326 3.133 1.825 2.873 0.950 1.881 1.769 1.536 3.790 1.720 0.764 3.734 3.463 1.705 1.398 2.018 1.861 1.481 3.082 1.385 1.364 0.983 6.715 1.200 3.153 1.645 2.643 0.943 1.854 1.589 1.444 2.679 1.584 0.803 3.709 3.191 1.607 1.225 1.802 1.813 1.566 2.779 1.357 1.361 0.994 6.669 1.097 2.984 1.598 2.752 0.973 1.819 1.552 1.386 3.010 1.587 0.761 3.689 3.286 1.602 1.257 1.642 1.716 1.699 3.062 1.394 1.278 1.046 6.696 1.225 3.036 1.607 2.780 1.001 1.853 1.667 1.421 3.084 1.650 0.804 3.712 3.528 1.501 1.174 1.619 1.645 1.733 3.044 1.718 1.330 0.966 6.786 1.261 2.713 1.602 2.823 0.978 1.807 1.682 1.382 2.937 1.612 0.816 3.032 3.462 1.561 1.158 1.633 1.658 1.625 2.963 1.420 1.408 1.179 6.814 1.308 2.883 1.460 2.619 0.980 1.772 1.602 1.314 3.649 1.671 0.779 3.117 3.238 1.735 1.119 1.577 1.604 1.654 2.864 1.410 1.270 1.465 6.996 1.213 3.106 1.468 2.606 1.013 1.756 1.833 1.374 3.046 1.637 0.814 3.204 3.316 1.558 1.090 1.533 1.617 1.689 2.957 2.075 1.196 1.453 6.816 1.162 2.966 1.421 2.645 1.058 1.677 1.637 1.413 2.439 1.608 0.917 3.306 3.331 1.479 1.190 1.458 1.646 1.694 3.083 2.039 1.290 1.305 6.336 1.074 3.219 1.405 2.612 1.075 1.696 1.709 1.476 2.315 1.515 0.957 3.386 3.669 1.393 1.194 1.373 1.525 1.313 3.077 1.540 1.264 1.017 4.525 1.068 2.908 1.371 2.257 1.023 1.490 1.332 1.480 2.280 1.203 0.975 2.599 3.489 1.296 1.155 1.494 1.459 1.366 3.204 1.119 0.945 1.634 3.617 1.147 2.944 1.433 1.924 0.971 1.245 1.355 1.406 2.410 1.090 0.979 2.077 3.124 1.145 1.193 1.403 1.470 1.233 3.003 0.951 0.861 1.386 3.913 1.118 2.951 1.400 1.810 0.901 1.023 1.259 1.375 2.331 1.002 0.940 0.921 2.745 0.917 1.128 1.619 1.346 1.275 2.768 0.905 0.765 1.441 3.235 1.099 2.811 1.326 1.694 0.865 0.955 1.286 1.315 2.346 1.280 0.887 0.820 2.221 0.874 1.071 1.711 1.362 1.240 3.065 1.065 0.809 1.445 2.733 1.104 3.072 1.309 1.711 0.846 0.925 1.359 1.360 2.342 1.313 0.957 1.233 2.230 1.020 1.175 1.766 1.375 1.273 2.895 1.209 0.765 1.438 2.866 1.143 2.428 1.360 1.715 0.909 0.948 1.355 1.370 2.277 1.690 0.953 1.414 1.997 0.995 1.240 1.775 1.310 1.302 2.897 1.204 0.754 1.557 2.804 1.123 2.379 1.388 1.615 0.967 0.951 1.276 1.349 2.210 1.805 1.003 1.397 2.228 1.006 1.132 1.831 1.275 1.466 3.044 1.760 0.844 1.437 2.718 1.103 2.395 1.380 1.598 0.976 0.785 1.391 1.399 2.311 1.715 1.065 1.218 2.186 1.052 1.283 1.705 1.257 1.366 3.123 1.432 0.802 1.454 2.442 1.067 2.682 1.426 1.583 0.990 0.747 1.363 1.394 2.212 1.493 1.181 0.955 1.937 1.009 1.310 1.697 1.235 1.277 3.220 1.034 0.777 1.469 2.137 1.073 2.546 1.378 1.514 0.874 0.699 1.385 1.412 2.151 1.280 1.213 0.850 1.803 1.109 1.196 1.688 1.202 1.410 3.469 1.078 0.825 1.474 2.529 1.009 2.295 1.289 1.536 0.966 0.690 1.551 1.407 2.343 1.316 1.226 0.893 2.019 1.287 1.352 1.617 1.193 1.374 3.573 1.080 0.836 1.383 2.369 1.045 2.221 1.379 1.461 0.972 0.688 1.542 1.424 2.296 1.170 1.125 0.969 1.850 1.170 1.440 1.488 1.226 1.356 2.973 1.013 0.793 1.347 2.206 0.969 2.173 1.323 1.459 0.936 0.690 1.432 1.395 2.231 1.104 1.122 1.020 1.955 1.033 1.395 1.552 1.148 1.441 3.066 1.109 0.818 1.363 2.222 0.974 2.106 1.317 1.433 0.929 0.660 1.314 1.475 2.348 1.105 1.004 0.993 1.895 1.248 1.529 1.475 1.140 1.515 2.862 1.107 0.919 1.368 2.295 0.994 2.115 1.248 1.414 0.854 0.710 1.373 1.271 2.317 1.135 0.958 1.028 1.800 1.272 1.536 1.469 1.086 1.534 2.615 1.099 0.948 0.978 2.271 0.956 2.017 1.155 1.403 0.848 0.771 1.349 1.242 2.318 1.023 0.913 1.090 1.779 1.355 1.475 1.310 1.022 1.525 2.690 1.125 0.975 0.849 2.233 0.982 2.019 1.171 1.425 0.870 0.748 1.310 1.177 2.238 1.019 0.850 1.025 1.794 1.420 1.211 1.183 1.010 1.460 2.638 1.207 1.001 0.847 2.026 0.945 1.938 1.159 1.418 0.970 0.743 1.143 1.154 2.672 1.079 0.904 1.014 1.803 1.283 1.261 1.166 0.974 1.610 2.646 0.962 1.010 0.826 1.957 0.850 1.844 1.078 1.445 0.822 0.698 1.114 1.101 2.598 0.981 0.810 0.989 1.731 1.197 1.194 1.025 0.905 1.426 2.072 0.559 0.822 0.706 1.835 0.695 1.530 0.904 1.270 0.653 0.554 0.805 0.854 2.361 0.859 0.678 0.694 1.405 1.005 0.978 0.743 0.778 1.510 2.300 0.588 0.804 0.607 1.887 0.721 1.807 0.950 1.417 0.734 0.595 0.772 0.908 2.548 0.903 0.703 0.685 1.445 0.986 1.004 0.972 0.783 1.517 3.028 0.584 0.783 0.511 1.857 0.716 1.732 0.943 1.403 0.651 0.606 0.806 0.922 2.445 0.908 0.677 0.726 1.484 0.848 0.973 0.960 0.721 1.469 2.668 0.524 0.691 0.399 1.717 0.655 1.588 0.925 1.389 0.630 0.541 0.826 0.896 2.414 0.878 0.629 0.717 1.444 0.817 0.917 0.862 0.688 overall test -1.446 0.056 -25.724 ================== -0.744 -1.355 2.000 15.000 -0.744 -1.355 3.000 11.000 -1.432 -5.077 ================= 0.000 -1.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.000 =========core regression ========= -0.744 -1.355 first convergence group 15.000 17.000 2.000 ========== core group ===== -0.744 0.549 -1.355 2.000 ========== first group ===== -0.744 0.549 -1.355 2.000 ============== -1.119 0.067 -16.778 2.000 21.000 ============== ============= 23.000 1.234 2.068 2.000 1.000 1.234 2.068 3.000 19.000 0.936 5.218 4.000 5.000 1.305 3.732 5.000 4.000 0.609 2.755 6.000 18.000 0.437 2.035 7.000 2.000 0.439 2.261 8.000 8.000 0.260 1.418 9.000 15.000 0.039 0.226 10.000 14.000 -0.019 -0.117 ================= 0.000 2.068 5.218 3.732 2.755 2.035 2.261 1.418 0.226 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.000 =========core regression ========= 0.936 5.218 5.000 1.305 3.732 18.000 0.079 0.461 2.000 0.283 2.299 ========== first group ===== 0.633 0.198 3.202 6.000 ============== 0.633 0.198 3.202 6.000 15.000 ============== 1.000 2.000 5.000 11.000 20.000 21.000 ======== stop here ========= -0.218 0.171 -1.271 8.000 ========== stop1========= -0.845 0.016 -51.328 ========== stop2========= =============== third =============== 2.856 1.306 2.000 5.000 2.856 1.306 3.000 11.000 0.215 0.453 4.000 10.000 0.932 4.224 5.000 1.000 1.032 2.389 6.000 9.000 0.824 2.705 7.000 7.000 -0.345 -2.061 ================= 0.000 1.306 0.453 4.224 2.389 2.705 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.000 =========core regression ========= 0.932 4.224 1.000 1.032 2.389 9.000 0.640 4.196 ========== first group ===== 0.824 0.305 2.705 6.000 ============== 0.824 0.305 2.705 6.000 9.000 ============== 3.000 4.000 8.000 13.000 14.000 16.000 ======== stop here ========= ============== 2nd + 3rd together ============ -0.212 0.176 -1.204 12.000 ========== stop3========= 1.450 0.172 8.452 ========== stop4========= =============== forth =============== 2.134 1.645 2.000 7.000 2.134 1.645 3.000 2.000 3.689 6.900 4.000 5.000 2.794 8.086 5.000 3.000 3.194 9.343 6.000 6.000 3.891 12.683 7.000 8.000 3.837 9.083 8.000 9.000 2.610 7.942 9.000 1.000 1.450 8.452