These are the original data 1.305 1.211 0.599 0.818 0.950 0.576 1.487 1.357 1.144 1.267 0.548 0.680 0.956 0.882 0.661 1.279 0.846 0.451 0.401 0.926 1.243 0.739 1.710 1.319 1.414 1.289 0.567 0.761 1.051 0.605 1.523 1.427 1.236 1.312 0.632 0.636 1.001 0.936 0.694 1.355 0.871 0.494 0.410 0.959 1.153 0.779 1.741 1.358 1.508 1.316 0.552 0.773 1.149 0.644 1.581 1.530 1.345 1.345 0.688 0.665 1.089 0.998 0.794 1.415 0.874 0.550 0.415 1.049 1.166 0.921 1.846 1.446 1.378 1.272 0.530 0.852 0.841 0.604 1.554 1.484 1.324 1.289 0.561 0.712 1.106 0.931 0.695 1.305 0.870 0.538 0.344 1.024 1.284 0.990 1.831 1.405 1.392 1.356 0.521 0.820 0.677 0.663 1.694 1.586 1.356 1.340 0.560 0.716 1.082 0.981 0.592 1.392 0.898 0.587 0.402 0.880 1.227 1.012 1.881 1.381 1.422 1.439 0.513 0.828 0.715 0.702 1.731 1.596 1.472 1.366 0.785 0.697 1.090 1.020 0.621 1.594 0.866 0.577 0.413 0.875 1.225 1.098 2.006 1.432 1.481 1.508 0.495 0.874 0.766 0.735 1.765 1.604 1.478 1.444 0.847 0.756 1.200 1.080 0.619 1.635 0.871 0.594 0.372 0.876 1.281 1.070 2.076 1.471 1.580 1.547 0.452 0.942 0.847 0.718 1.802 1.620 1.573 1.561 0.894 0.820 1.400 1.131 0.645 1.592 0.864 0.602 0.355 0.941 1.369 1.116 2.127 1.540 1.666 1.636 0.444 0.943 0.868 0.733 1.798 1.742 1.574 1.608 0.923 0.797 1.414 1.236 0.638 1.534 0.817 0.648 0.342 0.986 1.360 1.246 2.087 1.570 1.552 1.608 0.460 0.859 0.890 0.643 1.733 1.726 1.596 1.635 0.980 0.781 1.336 1.249 0.821 1.557 0.780 0.695 0.307 0.819 1.231 1.193 2.005 1.578 1.459 1.565 0.441 0.842 0.885 0.718 1.693 1.740 1.615 1.580 0.996 0.753 1.329 1.249 0.846 1.574 0.717 0.712 0.198 0.839 1.212 1.116 1.965 1.529 1.447 1.584 0.440 0.775 0.940 0.612 1.712 1.771 1.617 1.585 1.007 0.737 1.251 1.294 0.951 1.498 0.652 0.753 0.270 0.771 1.115 1.119 1.976 1.565 1.514 1.618 0.438 0.786 1.009 0.616 1.701 1.800 1.622 1.616 1.095 0.694 1.182 1.298 0.877 1.530 0.681 0.731 0.231 0.632 1.134 1.123 2.013 1.608 1.476 1.621 0.423 0.731 1.089 0.656 1.810 1.844 1.640 1.668 1.144 0.710 1.152 1.351 0.877 1.551 0.668 0.708 0.221 0.646 1.051 1.160 2.111 1.683 1.490 1.661 0.408 0.830 1.123 0.644 2.096 1.918 1.627 1.672 1.176 0.719 1.266 1.400 0.416 1.540 0.643 0.664 0.186 0.641 1.195 1.144 2.174 1.699 1.543 1.810 0.407 0.951 1.179 0.637 2.181 2.029 1.693 1.749 1.197 0.757 1.252 1.452 1.315 1.591 0.657 0.709 0.173 0.658 1.170 1.173 2.309 1.802 1.570 1.863 0.410 0.838 1.258 0.647 2.142 2.167 1.739 1.810 1.231 0.790 1.206 1.544 1.306 1.594 0.662 0.776 0.240 0.678 1.216 1.238 2.340 1.865 1.662 2.008 0.755 0.921 1.290 0.656 2.143 2.191 1.835 1.866 1.339 0.795 1.243 1.594 1.296 1.648 0.632 0.852 0.222 0.701 1.283 1.466 2.457 1.981 1.710 2.043 0.810 0.860 1.358 0.686 2.200 2.304 1.871 1.895 1.410 0.835 1.327 1.652 1.283 1.715 0.623 0.905 0.453 0.709 1.267 1.548 2.506 2.068 1.773 2.007 0.732 0.820 1.500 0.695 1.994 2.326 1.934 1.984 1.486 0.802 1.397 1.683 1.271 1.730 0.527 0.971 0.500 0.762 1.301 1.620 2.310 1.997 1.934 2.049 0.417 0.652 1.456 0.619 2.101 2.250 1.986 2.003 1.543 0.702 1.440 1.715 1.398 1.723 0.547 1.038 0.443 0.634 1.225 1.680 2.257 1.980 1.914 2.179 0.441 0.633 1.611 0.791 2.088 2.229 2.018 2.019 1.565 0.679 1.543 1.803 1.439 1.781 0.555 1.130 0.454 0.662 1.267 1.765 2.332 2.000 1.915 2.217 0.504 0.644 1.612 0.786 2.134 2.173 2.029 2.062 1.571 0.678 1.541 1.837 1.618 1.802 0.538 1.183 0.364 0.546 1.536 1.733 2.217 2.016 1.915 2.248 0.462 0.677 1.636 0.846 2.211 2.250 2.036 2.024 1.566 0.662 1.601 1.831 1.604 1.824 0.554 1.240 0.388 0.621 1.714 1.787 2.287 2.017 1.939 2.229 0.494 0.713 1.695 0.720 2.222 2.201 2.044 2.041 1.565 0.682 1.624 1.870 1.836 1.862 0.574 1.285 0.358 0.701 1.910 1.814 2.292 1.994 2.138 2.325 0.490 0.781 1.729 0.989 2.233 2.141 2.033 2.048 1.596 0.683 1.897 1.901 1.449 1.904 0.651 1.355 0.505 0.648 2.167 1.935 2.266 2.066 2.022 2.326 0.510 0.866 1.763 1.015 2.248 2.253 2.068 2.053 1.642 0.725 1.976 1.930 1.972 1.912 0.689 1.403 0.517 0.754 2.276 1.929 2.297 2.078 2.280 2.360 0.650 0.915 1.806 1.052 2.249 2.276 2.134 2.088 1.779 0.809 2.316 1.984 1.695 1.951 0.731 1.521 0.491 0.766 1.897 2.109 2.330 2.059 2.216 2.372 0.681 0.968 1.815 1.157 2.249 2.335 2.129 2.145 1.789 0.863 2.535 2.031 1.555 2.008 0.794 1.584 0.412 0.778 1.790 2.205 2.384 2.112 2.303 2.371 0.658 0.996 1.823 1.176 2.232 2.249 2.162 2.091 1.735 0.860 2.696 2.035 1.180 2.023 0.708 1.704 0.422 0.746 1.755 2.233 2.397 2.074 2.476 2.439 0.692 1.014 1.851 1.259 2.232 2.271 2.175 2.040 1.796 0.907 2.773 2.066 1.069 2.032 0.705 1.715 0.519 0.985 1.832 2.306 2.385 2.048 2.695 2.419 0.733 1.081 1.796 1.311 2.258 2.300 2.158 2.007 1.812 0.977 2.775 2.102 0.707 2.060 0.678 1.764 0.541 1.133 1.885 2.310 2.403 2.060 2.875 2.500 0.812 1.169 1.873 1.490 2.337 2.331 2.122 1.969 1.893 1.025 2.772 2.111 0.903 2.079 0.741 1.847 0.574 1.038 1.914 2.384 2.422 2.076 2.896 2.545 0.869 1.207 1.939 1.561 2.402 2.389 2.110 1.968 1.924 1.075 2.882 2.138 1.097 2.099 0.839 1.887 0.596 1.095 2.003 2.446 2.464 2.087 2.964 2.459 0.961 1.249 1.937 1.685 2.443 2.387 2.069 1.870 1.953 1.170 3.012 2.111 0.792 2.086 0.902 1.805 0.562 1.200 2.134 2.490 2.491 2.091 2.797 2.391 1.044 1.329 1.898 1.712 2.470 2.412 2.048 1.847 1.998 1.243 3.180 2.124 0.864 2.155 0.999 1.796 0.587 1.128 2.242 2.533 2.471 2.102 2.816 2.355 1.044 1.413 1.994 1.795 2.567 2.464 2.025 1.789 2.041 1.286 3.237 2.124 0.811 2.104 1.105 1.809 0.633 1.234 2.512 2.553 2.484 2.096 2.674 2.529 1.102 1.396 2.005 1.760 2.514 2.337 1.921 1.800 1.972 1.280 2.985 1.990 1.295 2.126 1.155 1.811 0.727 1.350 2.939 2.373 2.383 1.942 2.571 2.442 1.065 1.391 1.981 1.690 2.372 2.221 1.887 1.780 2.199 1.273 2.670 1.878 1.115 1.986 1.164 1.782 0.726 1.162 2.427 2.169 2.271 1.846 2.638 2.414 1.043 1.342 2.002 1.591 2.333 2.299 1.883 1.796 1.955 1.162 2.517 1.829 1.279 2.007 1.226 1.740 0.679 1.313 2.519 2.098 2.299 1.824 2.557 2.381 1.074 1.362 1.917 1.575 2.228 2.255 1.867 1.817 1.752 1.129 2.303 1.825 1.249 2.001 1.230 1.618 0.692 1.306 2.684 1.952 2.215 1.792 2.529 2.189 1.118 1.315 1.763 1.535 2.024 2.152 1.873 1.831 1.467 1.082 2.237 1.713 1.097 1.940 1.183 1.494 0.741 1.184 2.664 1.753 2.104 1.772 overall test -0.957 0.071 -13.457 ================== 0.151 0.086 2.000 11.000 0.151 0.086 3.000 6.000 1.302 7.255 4.000 22.000 0.953 4.115 5.000 13.000 1.016 4.065 6.000 21.000 0.348 2.446 7.000 14.000 -0.059 -0.456 8.000 1.000 -0.220 -1.776 ================= 0.000 0.086 7.255 4.115 4.065 2.446 -0.456 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 3.000 =========core regression ========= 1.302 7.255 22.000 0.953 4.115 13.000 1.158 4.483 21.000 0.285 2.800 1.000 0.047 0.296 3.000 0.250 2.392 19.000 0.255 3.202 first convergence group 1.000 3.000 6.000 11.000 13.000 18.000 19.000 21.000 22.000 3.000 ========== core group ===== 1.302 0.179 7.255 3.000 ========== first group ===== 0.005 0.079 0.058 9.000 ============== 0.395 0.264 1.499 9.000 15.000 ============== ============= 24.000 2.523 4.263 2.000 3.000 2.523 4.263 3.000 1.000 1.547 6.132 4.000 8.000 1.159 5.185 5.000 2.000 1.106 4.989 6.000 5.000 0.819 4.216 7.000 6.000 0.699 3.405 8.000 10.000 0.729 2.476 9.000 11.000 0.615 2.034 10.000 4.000 0.460 1.522 ================= 0.000 4.263 6.132 5.185 4.989 4.216 3.405 2.476 2.034 1.522 0.000 0.000 0.000 0.000 0.000 3.000 =========core regression ========= 1.547 6.132 8.000 1.159 5.185 2.000 1.066 5.255 12.000 0.452 2.889 13.000 0.551 3.948 ========== first group ===== 0.676 0.193 3.508 7.000 ============== 0.676 0.193 3.508 7.000 8.000 ============== 2.000 4.000 5.000 12.000 14.000 17.000 20.000 ======== stop here ========= -0.384 0.095 -4.033 16.000 ========== stop1========= 0.342 0.427 0.802 ========== stop2========= =============== third =============== 2.050 0.960 2.000 3.000 2.050 0.960 3.000 5.000 2.505 2.550 4.000 6.000 3.004 4.688 5.000 1.000 2.555 4.142 6.000 4.000 1.246 2.386 7.000 8.000 0.879 1.935 8.000 7.000 0.342 0.802