Inference for Bugs model at "/home/kubo/ecoasZP/winbugs/model.bug.txt", fit using winbugs, 3 chains, each with 12000 iterations (first 2000 discarded), n.thin = 50 n.sims = 600 iterations saved mean sd 2.5% 25% 50% 75% 97.5% Rhat n.eff beta.f[1] 1.196 1.197 -0.622 0.355 0.980 1.886 3.972 1.010 290 beta.f[2] 0.310 0.301 -0.191 0.112 0.268 0.481 1.005 1.036 58 beta.f[3] 2.751 1.221 0.905 1.766 2.572 3.703 5.199 1.036 66 beta.z[1] 2.928 0.205 2.508 2.789 2.937 3.066 3.316 1.000 600 beta.z[2] 0.226 0.058 0.116 0.187 0.224 0.264 0.342 1.002 550 beta.c[1] 0.282 0.186 -0.086 0.156 0.283 0.414 0.627 1.004 490 beta.c[2] 0.246 0.054 0.142 0.208 0.243 0.282 0.357 1.008 320 beta.c[3] 0.012 0.012 -0.013 0.005 0.012 0.020 0.034 1.004 520 beta.c[4] 1.080 0.576 0.061 0.658 1.072 1.474 2.215 1.004 600 tau.err[1] 2.805 1.541 0.636 1.697 2.545 3.606 6.622 1.001 600 tau.err[2] 6.827 2.249 3.402 5.129 6.522 8.110 11.954 1.014 150 tau.err[3] 1.012 0.980 0.034 0.327 0.715 1.424 3.815 1.037 220 tau.err[4] 2.352 1.432 0.243 1.233 2.152 3.265 5.590 1.000 600 tau.err[5] 0.765 0.856 0.038 0.113 0.460 1.146 2.975 1.036 59 vc[1,1] 16.173 15.313 1.210 4.483 10.360 23.605 56.815 1.015 140 vc[1,2] -1.126 1.971 -5.894 -2.164 -0.883 0.016 2.523 1.013 140 vc[1,3] 3.108 2.182 0.173 1.522 2.628 4.383 8.339 1.004 340 vc[2,1] -1.126 1.971 -5.894 -2.164 -0.883 0.016 2.523 1.013 140 vc[2,2] 3.188 0.734 1.707 2.736 3.177 3.600 4.866 1.026 160 vc[2,3] -0.002 0.472 -0.962 -0.313 0.010 0.319 0.847 1.008 300 vc[3,1] 3.108 2.182 0.173 1.522 2.628 4.383 8.339 1.004 340 vc[3,2] -0.002 0.472 -0.962 -0.313 0.010 0.319 0.847 1.008 300 vc[3,3] 1.276 0.609 0.353 0.834 1.192 1.596 2.863 1.004 600 rho[1,1] 1.000 0.000 1.000 1.000 1.000 1.000 1.000 1.000 1 rho[1,2] -0.218 0.324 -0.867 -0.390 -0.172 0.002 0.342 1.037 60 rho[1,3] 0.717 0.197 0.156 0.647 0.776 0.848 0.930 1.014 540 rho[2,1] -0.218 0.324 -0.867 -0.390 -0.172 0.002 0.342 1.037 60 rho[2,2] 1.000 0.000 1.000 1.000 1.000 1.000 1.000 1.000 1 rho[2,3] -0.038 0.276 -0.702 -0.179 0.007 0.156 0.395 1.024 130 rho[3,1] 0.717 0.197 0.156 0.647 0.776 0.848 0.930 1.014 540 rho[3,2] -0.038 0.276 -0.702 -0.179 0.007 0.156 0.395 1.024 130 rho[3,3] 1.000 0.000 1.000 1.000 1.000 1.000 1.000 1.000 1 log.density[1,1] -4.547 3.495 -13.539 -6.206 -3.735 -2.024 0.101 1.003 600 log.density[1,2] -0.550 0.809 -2.530 -0.996 -0.396 0.024 0.647 0.999 600 log.density[1,3] -0.342 0.575 -1.915 -0.618 -0.213 0.032 0.432 1.003 600 log.density[2,1] -2.234 2.139 -7.444 -3.090 -1.802 -0.820 0.550 1.004 360 log.density[2,2] 2.133 0.089 1.940 2.088 2.137 2.186 2.293 1.002 600 log.density[2,3] 0.967 0.155 0.618 0.876 0.975 1.072 1.239 0.999 600 log.density[3,1] -3.938 2.882 -11.460 -5.326 -3.439 -1.892 -0.018 1.007 340 log.density[3,2] 1.819 0.125 1.571 1.763 1.832 1.889 2.011 1.033 600 log.density[3,3] 0.807 0.199 0.346 0.705 0.836 0.933 1.138 1.000 600 log.density[4,1] -2.306 2.465 -8.892 -3.375 -1.759 -0.574 0.739 1.022 130 log.density[4,2] 0.640 0.413 -0.272 0.443 0.704 0.908 1.252 1.018 290 log.density[4,3] -0.966 0.981 -3.374 -1.434 -0.719 -0.270 0.265 1.032 86 log.density[5,1] -6.380 4.014 -15.784 -8.268 -5.306 -3.535 -1.198 1.013 140 log.density[5,2] 2.491 0.061 2.364 2.458 2.493 2.530 2.600 1.006 600 log.density[5,3] -1.393 0.929 -3.691 -1.856 -1.214 -0.728 -0.038 1.000 600 log.density[6,1] 3.036 2.949 -0.970 0.994 2.449 4.171 10.691 1.009 190 log.density[6,2] 2.719 0.046 2.626 2.691 2.723 2.746 2.818 1.000 600 log.density[6,3] 1.624 0.080 1.448 1.573 1.631 1.679 1.773 1.000 600 log.density[7,1] 5.333 4.228 -0.155 2.365 4.220 7.581 16.015 1.006 320 log.density[7,2] 2.770 0.044 2.681 2.745 2.771 2.798 2.852 1.000 600 log.density[7,3] 3.056 0.019 3.015 3.045 3.056 3.068 3.093 1.003 530 log.density[8,1] -3.032 2.727 -10.131 -4.136 -2.379 -1.091 0.453 0.999 600 log.density[8,2] 2.463 0.062 2.335 2.426 2.466 2.499 2.583 1.007 240 log.density[8,3] -1.419 0.879 -3.415 -1.910 -1.353 -0.743 -0.095 1.002 600 log.density[9,1] 7.504 4.860 0.485 3.889 6.618 10.752 18.462 1.008 390 log.density[9,2] -0.066 0.673 -1.655 -0.362 0.061 0.386 0.879 1.012 600 log.density[9,3] 2.116 0.050 2.011 2.085 2.118 2.147 2.207 1.004 400 log.density[10,1] -7.600 4.640 -19.180 -10.290 -6.569 -4.067 -1.473 1.020 110 log.density[10,2] 2.379 0.069 2.227 2.343 2.381 2.420 2.506 1.004 380 log.density[10,3] 0.507 0.266 -0.102 0.367 0.550 0.688 0.908 1.003 600 log.density[11,1] -11.045 5.735 -24.026 -14.275 -9.812 -6.717 -2.843 1.013 350 log.density[11,2] 6.442 0.001 6.439 6.441 6.442 6.442 6.444 1.011 200 log.density[11,3] -0.356 0.578 -1.801 -0.605 -0.250 0.017 0.418 1.016 220 log.density[12,1] -15.669 7.509 -33.102 -20.345 -14.320 -9.794 -5.202 1.028 88 log.density[12,2] 5.855 0.002 5.851 5.854 5.855 5.856 5.859 1.003 480 log.density[12,3] -0.380 0.625 -2.018 -0.598 -0.277 0.036 0.444 1.001 600 log.density[13,1] -19.634 9.150 -40.756 -25.910 -17.875 -12.645 -5.960 1.017 240 log.density[13,2] 4.282 0.010 4.263 4.276 4.282 4.288 4.301 1.004 600 log.density[13,3] -1.001 0.783 -2.880 -1.411 -0.865 -0.444 0.082 1.000 600 log.density[14,1] -21.200 10.062 -44.262 -27.790 -19.495 -13.445 -6.766 1.020 140 log.density[14,2] 5.480 0.003 5.473 5.479 5.480 5.482 5.487 1.005 480 log.density[14,3] -0.874 0.692 -2.579 -1.264 -0.739 -0.389 0.142 1.010 270 log.density[15,1] -10.448 5.911 -24.848 -13.680 -9.175 -6.074 -2.006 1.005 430 log.density[15,2] 4.209 0.010 4.190 4.203 4.209 4.215 4.229 1.006 390 log.density[15,3] -1.249 0.851 -3.195 -1.757 -1.141 -0.605 -0.014 0.999 600 log.density[16,1] -2.944 2.620 -9.805 -4.298 -2.304 -0.974 0.356 1.005 420 log.density[16,2] 2.734 0.053 2.621 2.708 2.736 2.763 2.824 1.025 600 log.density[16,3] -1.763 0.960 -4.151 -2.315 -1.641 -1.041 -0.306 0.999 600 log.density[17,1] -4.949 3.555 -14.220 -6.511 -4.046 -2.456 -0.404 1.007 250 log.density[17,2] 4.119 0.012 4.096 4.113 4.120 4.126 4.142 1.012 600 log.density[17,3] -1.247 0.932 -3.440 -1.786 -1.075 -0.561 0.083 1.017 190 log.density[18,1] -10.490 5.493 -23.380 -13.895 -9.367 -6.301 -3.024 1.020 100 log.density[18,2] 2.159 0.079 1.981 2.114 2.163 2.207 2.314 1.004 500 log.density[18,3] -0.293 0.729 -2.254 -0.521 -0.094 0.156 0.520 1.022 310 log.density[19,1] -16.437 7.948 -33.462 -22.045 -15.055 -10.320 -5.278 1.025 83 log.density[19,2] 6.539 0.001 6.537 6.538 6.539 6.539 6.541 1.003 600 log.density[19,3] 0.015 0.538 -1.323 -0.139 0.144 0.335 0.642 1.001 600 log.density[20,1] -3.179 2.650 -9.582 -4.627 -2.548 -1.289 0.270 1.001 600 log.density[20,2] 4.820 0.006 4.808 4.817 4.820 4.824 4.831 1.008 600 log.density[20,3] -1.039 0.813 -2.931 -1.483 -0.914 -0.472 0.198 1.001 600 log.density[21,1] 9.525 5.498 1.423 5.349 8.337 13.133 22.054 1.020 110 log.density[21,2] 3.692 0.018 3.654 3.681 3.691 3.703 3.727 1.010 270 log.density[21,3] -1.081 0.768 -2.803 -1.506 -0.960 -0.519 0.048 0.999 600 log.density[22,1] 19.621 9.407 5.998 11.535 18.530 27.132 38.318 1.035 65 log.density[22,2] 2.605 0.051 2.507 2.573 2.604 2.635 2.705 0.999 600 log.density[22,3] 2.445 0.033 2.382 2.425 2.444 2.466 2.510 1.002 600 log.density[23,1] 1.727 3.221 -2.581 -0.263 1.122 3.041 10.094 1.013 170 log.density[23,2] 4.543 0.008 4.527 4.538 4.543 4.547 4.558 0.999 600 log.density[23,3] 2.017 0.053 1.909 1.983 2.020 2.051 2.121 1.003 420 log.density[24,1] 3.531 3.370 -0.811 1.167 2.748 5.336 11.640 1.007 230 log.density[24,2] 0.086 0.578 -1.290 -0.262 0.168 0.490 1.012 1.004 410 log.density[24,3] 1.810 0.067 1.660 1.770 1.812 1.858 1.925 1.003 430 log.density[25,1] 10.928 6.633 1.770 5.903 9.619 14.900 25.387 1.036 81 log.density[25,2] 2.588 0.057 2.466 2.555 2.591 2.621 2.703 1.000 600 log.density[25,3] 3.603 0.011 3.581 3.596 3.603 3.610 3.625 1.004 530 log.density[26,1] 20.438 9.974 5.957 12.420 18.375 27.905 41.990 1.028 83 log.density[26,2] 2.524 0.055 2.416 2.494 2.531 2.558 2.617 1.017 120 log.density[26,3] -0.312 0.650 -1.950 -0.529 -0.180 0.102 0.484 1.029 220 log.density[27,1] 20.716 9.948 6.039 12.515 19.330 28.157 40.676 1.033 74 log.density[27,2] 2.229 0.077 2.075 2.185 2.233 2.279 2.372 0.999 600 log.density[27,3] 4.069 0.007 4.055 4.064 4.069 4.074 4.082 1.007 340 log.density[28,1] 15.532 7.451 4.243 9.443 14.795 21.095 30.080 1.032 73 log.density[28,2] 2.860 0.038 2.778 2.837 2.861 2.883 2.934 1.005 320 log.density[28,3] 0.901 0.162 0.547 0.803 0.910 1.017 1.178 1.000 600 log.density[29,1] 12.271 6.253 3.050 7.347 11.330 16.622 26.250 1.040 69 log.density[29,2] 5.519 0.003 5.514 5.518 5.520 5.521 5.525 1.003 580 log.density[29,3] 0.539 0.269 -0.095 0.394 0.575 0.716 0.961 1.003 600 log.density[30,1] 11.536 6.864 1.832 6.143 10.360 15.835 26.253 1.013 250 log.density[30,2] 0.994 0.282 0.363 0.849 1.035 1.179 1.418 1.003 460 log.density[30,3] -1.165 0.838 -3.190 -1.555 -0.973 -0.570 0.034 1.000 600 log.density[31,1] 9.109 5.324 1.633 4.759 8.015 12.643 21.514 1.023 85 log.density[31,2] 3.136 0.033 3.079 3.118 3.137 3.153 3.200 1.008 280 log.density[31,3] 2.462 0.033 2.391 2.442 2.463 2.483 2.521 1.001 600 log.density[32,1] 19.270 9.768 5.374 11.505 17.200 26.625 39.031 1.031 78 log.density[32,2] -0.494 0.811 -2.310 -0.865 -0.314 0.055 0.713 1.001 600 log.density[32,3] -1.323 0.902 -3.602 -1.765 -1.147 -0.675 -0.080 0.999 600 log.density[33,1] 20.960 10.169 5.909 12.432 19.360 28.660 41.613 1.028 80 log.density[33,2] -0.326 0.724 -1.966 -0.710 -0.159 0.154 0.718 1.023 170 log.density[33,3] 0.019 0.422 -0.898 -0.159 0.092 0.298 0.610 1.006 290 log.density[34,1] -2.856 2.629 -9.966 -3.964 -2.260 -1.074 0.477 1.001 600 log.density[34,2] 4.287 0.010 4.269 4.281 4.287 4.293 4.305 1.003 410 log.density[34,3] -1.027 0.830 -3.125 -1.440 -0.896 -0.448 0.106 1.000 600 log.density[35,1] -4.188 3.090 -12.222 -5.538 -3.519 -2.100 -0.079 1.011 470 log.density[35,2] 5.584 0.003 5.579 5.582 5.584 5.586 5.589 1.000 600 log.density[35,3] 0.948 0.167 0.576 0.852 0.959 1.058 1.235 1.006 600 log.density[36,1] -2.530 2.435 -8.343 -3.523 -1.968 -0.824 0.407 1.000 600 log.density[36,2] 4.392 0.009 4.375 4.387 4.393 4.397 4.411 1.005 580 log.density[36,3] -0.537 0.664 -2.148 -0.859 -0.401 -0.077 0.329 1.004 530 log.density[37,1] 2.343 2.904 -1.581 0.486 1.747 3.498 10.143 1.003 490 log.density[37,2] 5.254 0.004 5.246 5.252 5.254 5.257 5.262 1.001 600 log.density[37,3] -0.634 0.597 -2.097 -0.907 -0.540 -0.231 0.226 1.005 510 log.density[38,1] 3.375 2.885 -0.775 1.285 2.869 4.936 10.484 1.009 240 log.density[38,2] 2.091 0.096 1.894 2.042 2.095 2.150 2.266 1.000 600 log.density[38,3] 0.302 0.332 -0.455 0.138 0.330 0.532 0.798 1.000 600 log.density[39,1] 17.912 8.680 5.567 10.330 16.715 24.505 35.054 1.039 60 log.density[39,2] 3.545 0.021 3.505 3.532 3.545 3.557 3.585 1.003 600 log.density[39,3] 2.959 0.020 2.919 2.945 2.960 2.973 2.998 1.004 600 log.density[40,1] 2.765 3.393 -1.830 0.467 1.953 4.022 11.945 1.003 480 log.density[40,2] 5.042 0.004 5.033 5.039 5.042 5.044 5.052 1.004 450 log.density[40,3] 3.741 0.010 3.720 3.734 3.741 3.747 3.760 1.000 600 log.density[41,1] 0.870 2.290 -2.823 -0.642 0.456 1.978 6.657 1.012 200 log.density[41,2] 0.190 0.579 -1.226 -0.002 0.278 0.537 1.037 1.011 600 log.density[41,3] -0.893 0.707 -2.606 -1.277 -0.782 -0.392 0.145 1.004 600 log.density[42,1] 17.454 8.621 4.775 10.727 16.155 23.010 35.375 1.025 100 log.density[42,2] 3.838 0.016 3.807 3.829 3.837 3.847 3.867 1.008 250 log.density[42,3] 1.219 0.123 0.953 1.155 1.231 1.296 1.432 1.004 480 log.density[43,1] 10.328 5.558 2.478 5.602 9.279 14.437 21.854 1.017 110 log.density[43,2] 3.090 0.031 3.028 3.073 3.090 3.108 3.153 0.999 600 log.density[43,3] 0.432 0.270 -0.182 0.287 0.464 0.623 0.881 1.003 520 log.density[44,1] 20.131 9.866 5.786 11.880 18.760 27.580 39.275 1.027 76 log.density[44,2] 2.772 0.048 2.665 2.746 2.777 2.802 2.862 1.000 600 log.density[44,3] -0.479 0.603 -1.962 -0.731 -0.336 -0.071 0.332 1.003 600 log.density[45,1] 0.890 2.373 -2.633 -0.655 0.527 1.771 6.805 1.001 600 log.density[45,2] 5.366 0.003 5.360 5.365 5.366 5.368 5.373 1.005 310 log.density[45,3] 0.617 0.237 0.033 0.492 0.655 0.773 0.992 0.999 600 log.density[46,1] 8.011 4.862 1.132 4.226 7.230 11.093 19.054 1.014 160 log.density[46,2] 5.815 0.002 5.811 5.814 5.815 5.816 5.819 1.000 600 log.density[46,3] 2.026 0.053 1.923 1.991 2.029 2.060 2.128 1.001 600 log.density[47,1] 3.007 3.234 -1.515 0.847 2.232 4.542 10.956 1.018 120 log.density[47,2] 3.893 0.014 3.865 3.886 3.894 3.902 3.920 1.000 600 log.density[47,3] -0.378 0.507 -1.592 -0.650 -0.309 -0.031 0.441 1.001 600 log.density[48,1] 5.542 3.931 0.328 2.670 4.643 7.909 15.061 1.002 600 log.density[48,2] 2.808 0.045 2.711 2.782 2.809 2.836 2.893 1.001 600 log.density[48,3] 2.052 0.053 1.942 2.021 2.051 2.089 2.151 1.014 260 log.density[49,1] 3.601 3.158 -0.512 1.279 2.882 5.173 11.252 1.006 310 log.density[49,2] 3.612 0.019 3.571 3.601 3.613 3.624 3.645 1.003 440 log.density[49,3] 1.921 0.059 1.803 1.886 1.921 1.960 2.029 1.000 600 log.density[50,1] 1.944 2.465 -1.692 0.359 1.468 3.061 8.074 1.011 230 log.density[50,2] 3.064 0.032 2.996 3.044 3.064 3.084 3.120 1.000 600 log.density[50,3] -0.617 0.612 -2.115 -0.909 -0.530 -0.208 0.303 1.009 600 log.density[51,1] 2.708 2.961 -1.072 0.701 1.983 4.035 10.049 1.008 210 log.density[51,2] 5.059 0.004 5.051 5.057 5.059 5.062 5.067 0.999 600 log.density[51,3] 0.594 0.246 0.053 0.465 0.635 0.766 0.973 1.001 600 log.density[52,1] -6.885 4.185 -17.400 -9.166 -5.939 -3.824 -1.327 1.017 110 log.density[52,2] 3.781 0.016 3.750 3.771 3.781 3.790 3.811 1.002 600 log.density[52,3] -1.476 0.959 -3.717 -1.982 -1.310 -0.793 -0.050 1.001 600 log.density[53,1] 18.365 9.117 4.810 11.132 17.190 24.380 39.103 1.021 120 log.density[53,2] 1.804 0.114 1.551 1.746 1.811 1.873 2.001 1.005 600 log.density[53,3] -1.315 0.883 -3.471 -1.794 -1.137 -0.676 -0.097 1.022 150 log.density[54,1] 11.386 6.234 2.360 6.264 10.190 15.920 24.393 1.039 61 log.density[54,2] 4.573 0.008 4.558 4.568 4.573 4.578 4.587 1.000 600 log.density[54,3] 1.351 0.108 1.112 1.279 1.359 1.428 1.541 1.003 600 log.density[55,1] -2.738 2.586 -8.895 -3.900 -2.212 -0.855 0.506 1.009 380 log.density[55,2] 4.931 0.005 4.921 4.928 4.931 4.934 4.941 1.003 600 log.density[55,3] -0.973 0.868 -3.148 -1.372 -0.753 -0.387 0.158 1.005 600 log.density[56,1] 20.332 9.870 6.131 12.340 18.920 27.760 39.481 1.040 66 log.density[56,2] 4.928 0.005 4.917 4.925 4.928 4.931 4.939 1.008 210 log.density[56,3] 3.531 0.013 3.506 3.523 3.531 3.539 3.554 1.000 600 log.density[57,1] 12.675 6.905 3.026 7.039 11.580 17.295 27.395 1.037 64 log.density[57,2] 3.095 0.032 3.034 3.075 3.094 3.113 3.157 1.003 600 log.density[57,3] -0.083 0.465 -1.216 -0.324 0.005 0.236 0.603 1.029 130 log.density[58,1] 16.109 7.921 4.494 9.509 15.400 21.137 33.065 1.041 62 log.density[58,2] 5.560 0.003 5.554 5.558 5.560 5.562 5.565 0.999 600 log.density[58,3] 1.968 0.055 1.855 1.936 1.969 2.009 2.071 1.002 600 log.density[59,1] 17.232 8.203 5.261 10.205 16.180 23.372 34.530 1.038 63 log.density[59,2] 2.414 0.062 2.266 2.382 2.416 2.453 2.528 1.001 600 log.density[59,3] 1.805 0.064 1.675 1.767 1.806 1.847 1.931 1.002 570 log.density[60,1] -3.346 2.642 -9.584 -4.681 -2.809 -1.470 0.269 1.019 300 log.density[60,2] 5.893 0.002 5.889 5.892 5.893 5.894 5.897 1.006 460 log.density[60,3] 2.617 0.030 2.555 2.595 2.618 2.638 2.678 1.006 370 log.density[61,1] 2.909 3.017 -1.222 0.732 2.111 4.460 10.031 1.013 240 log.density[61,2] 4.408 0.008 4.391 4.403 4.409 4.413 4.426 1.003 600 log.density[61,3] 2.641 0.028 2.584 2.621 2.642 2.659 2.699 1.001 600 log.density[62,1] 4.858 3.558 -0.042 2.234 4.170 6.706 13.671 1.012 170 log.density[62,2] 4.339 0.009 4.322 4.334 4.339 4.344 4.359 1.005 600 log.density[62,3] 2.123 0.049 2.025 2.091 2.125 2.154 2.223 1.005 390 log.density[63,1] 16.468 8.114 4.607 9.800 15.025 22.375 33.260 1.049 51 log.density[63,2] 3.220 0.030 3.161 3.203 3.220 3.238 3.277 1.003 500 log.density[63,3] 3.032 0.019 2.995 3.021 3.031 3.045 3.068 1.002 600 log.density[64,1] 10.344 5.743 2.126 5.574 9.115 13.955 22.732 1.029 110 log.density[64,2] 4.800 0.006 4.788 4.796 4.800 4.803 4.811 1.000 600 log.density[64,3] 3.532 0.011 3.509 3.525 3.532 3.540 3.553 1.000 600 log.density[65,1] -10.124 5.370 -23.172 -13.402 -9.334 -5.882 -2.506 1.037 56 log.density[65,2] 2.872 0.040 2.789 2.847 2.871 2.899 2.948 0.999 600 log.density[65,3] -1.886 1.083 -4.235 -2.512 -1.686 -1.070 -0.266 1.002 540 log.density[66,1] -14.475 7.518 -32.031 -19.203 -12.925 -8.504 -4.016 1.033 62 log.density[66,2] -1.475 1.151 -3.984 -2.139 -1.340 -0.626 0.347 1.001 600 log.density[66,3] -2.978 1.432 -6.090 -3.869 -2.812 -1.896 -0.649 1.001 600 log.density[67,1] -9.759 5.800 -23.091 -12.857 -8.445 -5.249 -1.317 1.024 80 log.density[67,2] -1.438 1.094 -3.983 -2.067 -1.238 -0.696 0.231 1.006 350 log.density[67,3] -3.037 1.385 -5.983 -3.877 -2.983 -2.017 -0.639 1.005 300 log.density[68,1] -9.345 5.255 -21.041 -12.768 -8.362 -5.262 -2.146 1.021 90 log.density[68,2] -1.213 1.072 -3.585 -1.818 -1.094 -0.471 0.471 1.006 450 log.density[68,3] -2.438 1.245 -5.149 -3.328 -2.282 -1.540 -0.426 0.999 600 log.density[69,1] -5.821 3.940 -15.315 -7.858 -4.806 -2.938 -0.825 1.002 600 log.density[69,2] 1.617 0.154 1.319 1.534 1.628 1.712 1.878 1.087 600 log.density[69,3] -1.454 0.904 -3.550 -1.946 -1.320 -0.792 -0.087 1.001 600 log.density[70,1] 6.383 4.277 0.534 3.091 5.388 9.120 16.805 1.031 150 log.density[70,2] 1.857 0.115 1.624 1.789 1.859 1.929 2.069 1.001 600 log.density[70,3] 2.170 0.045 2.076 2.143 2.172 2.201 2.249 1.003 450 log.density[71,1] -11.955 6.108 -26.744 -15.857 -10.695 -7.364 -3.615 1.025 85 log.density[71,2] 3.053 0.034 2.987 3.032 3.052 3.072 3.124 1.004 390 log.density[71,3] -1.877 1.059 -4.245 -2.436 -1.679 -1.104 -0.275 0.999 600 log.density[72,1] -0.212 2.376 -4.364 -1.914 -0.337 1.145 5.445 1.001 600 log.density[72,2] -1.461 1.149 -4.117 -2.088 -1.279 -0.629 0.216 1.002 590 log.density[72,3] -1.440 0.881 -3.731 -1.825 -1.276 -0.864 -0.232 1.021 130 log.density[73,1] -3.348 2.867 -10.893 -4.579 -2.670 -1.387 0.349 1.012 160 log.density[73,2] 1.954 0.113 1.762 1.894 1.960 2.016 2.159 1.088 600 log.density[73,3] -0.883 0.965 -3.484 -1.274 -0.605 -0.220 0.324 1.021 210 log.density[74,1] -8.325 4.608 -19.510 -10.930 -7.249 -5.010 -2.008 1.035 74 log.density[74,2] 2.691 0.046 2.594 2.665 2.694 2.719 2.775 1.004 560 log.density[74,3] 1.123 0.135 0.839 1.045 1.134 1.212 1.359 1.026 170 log.density[75,1] -4.230 2.926 -11.464 -5.716 -3.602 -2.174 -0.243 1.013 230 log.density[75,2] -0.235 0.729 -2.162 -0.567 -0.128 0.267 0.819 1.003 600 log.density[75,3] 0.079 0.465 -1.072 -0.070 0.168 0.362 0.685 1.024 600 log.density[76,1] -0.155 2.103 -3.516 -1.474 -0.296 0.913 4.832 1.000 600 log.density[76,2] 2.834 0.041 2.744 2.812 2.835 2.859 2.912 1.001 600 log.density[76,3] 1.634 0.082 1.470 1.585 1.635 1.686 1.786 1.000 600 log.density[77,1] -6.155 4.179 -17.331 -8.406 -5.022 -3.235 -0.525 1.045 57 log.density[77,2] -1.336 1.079 -3.851 -1.970 -1.147 -0.540 0.263 1.003 460 log.density[77,3] -1.736 1.311 -4.909 -2.421 -1.422 -0.764 -0.040 1.001 600 log.density[78,1] -7.940 4.726 -20.095 -10.238 -6.931 -4.594 -1.639 1.003 600 log.density[78,2] 4.195 0.011 4.173 4.188 4.195 4.202 4.215 1.020 130 log.density[78,3] -0.728 0.698 -2.430 -1.075 -0.600 -0.242 0.257 1.004 520 log.density[79,1] -9.860 5.778 -23.732 -12.745 -8.561 -5.665 -2.187 1.029 70 log.density[79,2] 0.532 0.536 -0.923 0.383 0.669 0.841 1.187 1.005 530 log.density[79,3] -1.999 1.401 -5.298 -2.910 -1.736 -0.923 -0.020 1.000 600 log.density[80,1] -9.890 5.202 -22.743 -13.015 -8.834 -5.853 -2.878 1.032 64 log.density[80,2] 3.731 0.016 3.697 3.721 3.731 3.740 3.760 1.016 200 log.density[80,3] -0.761 0.699 -2.560 -1.133 -0.609 -0.295 0.197 0.999 600 log.density[81,1] -5.978 3.906 -15.594 -8.009 -5.087 -3.029 -0.844 1.005 520 log.density[81,2] 4.650 0.007 4.635 4.646 4.650 4.654 4.663 1.003 600 log.density[81,3] 1.602 0.084 1.428 1.556 1.609 1.655 1.751 1.014 430 log.density[82,1] -4.609 3.431 -13.415 -6.307 -3.848 -2.192 -0.069 1.013 500 log.density[82,2] 0.211 0.563 -1.159 -0.041 0.321 0.600 0.962 0.999 600 log.density[82,3] -0.481 0.661 -2.011 -0.760 -0.342 -0.022 0.362 0.999 600 log.density[83,1] -7.931 4.785 -20.291 -10.660 -6.617 -4.250 -1.578 1.014 230 log.density[83,2] 1.746 0.117 1.491 1.685 1.756 1.818 1.965 1.004 600 log.density[83,3] -1.202 0.808 -3.158 -1.656 -1.070 -0.640 -0.030 0.999 600 log.density[84,1] -6.058 3.866 -15.771 -8.092 -5.175 -3.167 -1.063 1.029 84 log.density[84,2] 1.456 0.175 1.023 1.375 1.472 1.562 1.752 1.028 370 log.density[84,3] 0.520 0.251 -0.061 0.381 0.533 0.695 0.951 0.999 600 log.density[85,1] -9.119 5.269 -21.959 -11.852 -7.664 -5.277 -1.984 1.015 240 log.density[85,2] 4.401 0.008 4.385 4.396 4.401 4.407 4.419 1.009 590 log.density[85,3] -0.577 0.704 -2.342 -0.894 -0.455 -0.092 0.352 1.001 600 log.density[86,1] -11.393 5.935 -24.976 -14.850 -10.285 -6.828 -3.259 1.021 160 log.density[86,2] 4.409 0.008 4.393 4.403 4.409 4.413 4.425 1.005 600 log.density[86,3] -0.483 0.651 -2.141 -0.798 -0.338 -0.039 0.386 1.005 420 deviance 255.763 62.318 141.997 212.275 251.900 296.000 386.527 0.999 600 For each parameter, n.eff is a crude measure of effective sample size, and Rhat is the potential scale reduction factor (at convergence, Rhat=1). pD = 171.0 and DIC = 426.7 (using the rule, pD = Dbar-Dhat) DIC is an estimate of expected predictive error (lower deviance is better).