number of observations: 34901.00000000 
ncites: 
 11.10469614 

===============================================================================
 MAXLIK Version 5.0.9                                      9/23/2008   4:16 pm
===============================================================================

return code =    0
normal convergence

Mean log-likelihood       -0.721107
Number of cases     28392654

Covariance matrix of the parameters computed by the following method:
QML covariance matrix

Parameters    Estimates     Std. err.  Est./s.e.  Prob.    Gradient
------------------------------------------------------------------
const           -0.6600        0.0173  -38.178   0.0000      0.0000
cite yr          0.1572        0.0187    8.428   0.0000      0.0000
cite yr          0.1410        0.0177    7.964   0.0000      0.0000
cite yr          0.1274        0.0173    7.375   0.0000      0.0000
cite yr          0.0902        0.0171    5.288   0.0000      0.0000
cite yr          0.0705        0.0169    4.170   0.0000      0.0000
cite yr         -0.0092        0.0171   -0.540   0.5893      0.0000
cite yr          0.0504        0.0169    2.985   0.0028      0.0000
cite yr          0.0989        0.0169    5.872   0.0000      0.0000
cite yr          0.1643        0.0169    9.744   0.0000      0.0000
cite yr          0.2447        0.0169   14.479   0.0000      0.0000
cite yr          0.3280        0.0170   19.328   0.0000      0.0000
cite yr          0.3563        0.0171   20.883   0.0000      0.0000
cite yr          0.3715        0.0172   21.641   0.0000      0.0000
cite yr          0.3728        0.0173   21.585   0.0000      0.0000
cite yr          0.4349        0.0174   24.995   0.0000      0.0000
cite yr          0.5045        0.0175   28.756   0.0000      0.0000
cite yr          0.6326        0.0177   35.762   0.0000      0.0000
cite yr          0.8537        0.0178   47.855   0.0000      0.0000
cite yr          0.7720        0.0180   42.857   0.0000      0.0000
cite yr          0.9184        0.0182   50.487   0.0000      0.0000
cite yr          0.8146        0.0184   44.275   0.0000      0.0000
cite yr          0.6900        0.0186   37.022   0.0000      0.0000
cite yr          0.3220        0.0189   17.031   0.0000      0.0000
cite yr         -0.7560        0.0193  -39.258   0.0000      0.0000
cite yr         -3.9149        0.0197 -198.304   0.0000      0.0000
birth yr         0.0746        0.0028   26.484   0.0000      0.0000
birth yr         0.1397        0.0047   29.471   0.0000      0.0000
birth yr         0.1574        0.0068   23.250   0.0000      0.0000
birth yr        -0.0060        0.0090   -0.659   0.5099      0.0000
birth yr        -0.6658        0.0283  -23.516   0.0000      0.0000
sub cat          0.8760        0.0096   91.516   0.0000      0.0000
sub cat          0.9636        0.0215   44.881   0.0000      0.0000
sub cat          0.3029        0.0078   39.082   0.0000      0.0000
sub cat         -0.1272        0.0076  -16.627   0.0000      0.0000
sub cat         -0.1643        0.0078  -20.959   0.0000      0.0000
nlPar1           0.0666        0.0006  104.877   0.0000      0.0000
nlPar1           0.0937        0.0007  132.240   0.0000      0.0000
nlPar1           0.0817        0.0011   72.315   0.0000      0.0000
nlPar1           0.0812        0.0006  135.621   0.0000      0.0000
nlPar1           0.0645        0.0006  108.350   0.0000      0.0000
nlPar1           0.0503        0.0006   83.823   0.0000      0.0000
nlPar2           0.4766        0.0050   95.712   0.0000      0.0000
nlPar2           0.3916        0.0048   82.440   0.0000      0.0000
nlPar2           0.1766        0.0044   40.561   0.0000      0.0000
nlPar2           0.5357        0.0050  106.848   0.0000      0.0000
nlPar2           0.6171        0.0060  103.364   0.0000      0.0000
nlPar2           0.5503        0.0055  100.737   0.0000      0.0000

Correlation matrix of the parameters
   1.000  -0.796  -0.843  -0.867  -0.880  -0.888  -0.891  -0.893  -0.894  -0.894  -0.892  -0.888  -0.883  -0.877  -0.871  -0.865  -0.857  -0.849  -0.842  -0.833  -0.825  -0.815  -0.805  -0.792  -0.779  -0.762  -0.014  -0.015  -0.008   0.007   0.008
  -0.209  -0.083  -0.270  -0.280  -0.269   0.255   0.023   0.020   0.016   0.010   0.014  -0.344  -0.032  -0.022  -0.046  -0.047  -0.045
  -0.796   1.000   0.772   0.793   0.804   0.811   0.813   0.816   0.817   0.818   0.816   0.814   0.810   0.806   0.802   0.797   0.791   0.785   0.779   0.772   0.766   0.758   0.749   0.738   0.726   0.709  -0.024  -0.027  -0.029  -0.030  -0.012
   0.003   0.001   0.005   0.007   0.006   0.011   0.013   0.009   0.016   0.018   0.017   0.018   0.008   0.003   0.013   0.015   0.013
  -0.843   0.772   1.000   0.837   0.849   0.857   0.860   0.863   0.865   0.866   0.865   0.863   0.859   0.855   0.851   0.846   0.840   0.834   0.828   0.821   0.814   0.806   0.797   0.786   0.773   0.756  -0.035  -0.041  -0.044  -0.046  -0.019
   0.003   0.000   0.006   0.009   0.007   0.017   0.018   0.011   0.023   0.026   0.025   0.027   0.014   0.006   0.023   0.024   0.022
  -0.867   0.793   0.837   1.000   0.872   0.881   0.885   0.889   0.891   0.892   0.891   0.889   0.886   0.882   0.878   0.873   0.868   0.862   0.856   0.849   0.842   0.834   0.825   0.814   0.801   0.783  -0.046  -0.054  -0.058  -0.061  -0.025
   0.002  -0.002   0.006   0.010   0.008   0.024   0.023   0.014   0.031   0.035   0.033   0.034   0.020   0.009   0.031   0.032   0.029
  -0.880   0.804   0.849   0.872   1.000   0.894   0.899   0.903   0.906   0.907   0.907   0.905   0.902   0.899   0.895   0.890   0.885   0.879   0.874   0.867   0.860   0.852   0.843   0.832   0.819   0.801  -0.057  -0.067  -0.071  -0.075  -0.031
   0.001  -0.003   0.007   0.011   0.009   0.031   0.029   0.017   0.039   0.044   0.041   0.039   0.024   0.012   0.036   0.037   0.034
  -0.888   0.811   0.857   0.881   0.894   1.000   0.910   0.915   0.919   0.921   0.921   0.921   0.919   0.916   0.912   0.908   0.903   0.898   0.893   0.887   0.881   0.873   0.865   0.854   0.841   0.823  -0.088  -0.096  -0.101  -0.104  -0.042
   0.001  -0.004   0.007   0.012   0.009   0.051   0.046   0.027   0.060   0.065   0.062   0.043   0.026   0.014   0.040   0.041   0.038
  -0.891   0.813   0.860   0.885   0.899   0.910   1.000   0.923   0.927   0.930   0.931   0.931   0.930   0.927   0.924   0.921   0.917   0.912   0.908   0.902   0.897   0.889   0.881   0.871   0.858   0.841  -0.118  -0.125  -0.130  -0.131  -0.053
   0.001  -0.005   0.008   0.013   0.009   0.069   0.062   0.037   0.080   0.085   0.082   0.046   0.028   0.016   0.042   0.043   0.040
  -0.893   0.816   0.863   0.889   0.903   0.915   0.923   1.000   0.935   0.938   0.940   0.941   0.940   0.938   0.936   0.933   0.929   0.926   0.922   0.916   0.911   0.905   0.897   0.887   0.874   0.857  -0.145  -0.151  -0.157  -0.157  -0.063
   0.000  -0.007   0.007   0.013   0.009   0.087   0.078   0.046   0.099   0.104   0.101   0.047   0.029   0.017   0.044   0.045   0.042
  -0.894   0.817   0.865   0.891   0.906   0.919   0.927   0.935   1.000   0.944   0.947   0.948   0.948   0.947   0.945   0.942   0.939   0.936   0.933   0.928   0.923   0.917   0.910   0.900   0.888   0.870  -0.169  -0.174  -0.180  -0.179  -0.071
   0.000  -0.008   0.007   0.013   0.009   0.103   0.092   0.054   0.116   0.122   0.118   0.049   0.030   0.018   0.046   0.046   0.043
  -0.894   0.818   0.866   0.892   0.907   0.921   0.930   0.938   0.944   1.000   0.952   0.954   0.954   0.953   0.952   0.950   0.947   0.945   0.942   0.937   0.933   0.927   0.920   0.911   0.898   0.881  -0.190  -0.195  -0.201  -0.199  -0.079
  -0.001  -0.008   0.007   0.013   0.009   0.118   0.104   0.061   0.131   0.137   0.133   0.049   0.031   0.019   0.046   0.047   0.044
  -0.892   0.816   0.865   0.891   0.907   0.921   0.931   0.940   0.947   0.952   1.000   0.959   0.960   0.960   0.959   0.958   0.956   0.954   0.951   0.947   0.943   0.938   0.932   0.923   0.911   0.894  -0.213  -0.223  -0.228  -0.225  -0.089
   0.000  -0.009   0.007   0.013   0.009   0.137   0.122   0.071   0.152   0.158   0.153   0.050   0.031   0.020   0.046   0.047   0.044
  -0.888   0.814   0.863   0.889   0.905   0.921   0.931   0.941   0.948   0.954   0.959   1.000   0.964   0.965   0.965   0.964   0.963   0.961   0.959   0.956   0.953   0.948   0.942   0.934   0.922   0.905  -0.234  -0.250  -0.254  -0.250  -0.098
   0.000  -0.009   0.007   0.013   0.009   0.156   0.139   0.082   0.172   0.178   0.173   0.050   0.030   0.020   0.046   0.047   0.044
  -0.883   0.810   0.859   0.886   0.902   0.919   0.930   0.940   0.948   0.954   0.960   0.964   1.000   0.968   0.968   0.968   0.968   0.967   0.965   0.962   0.960   0.955   0.950   0.942   0.931   0.914  -0.253  -0.276  -0.278  -0.273  -0.107
   0.000  -0.009   0.007   0.013   0.009   0.174   0.155   0.092   0.190   0.197   0.192   0.049   0.030   0.020   0.046   0.046   0.044
  -0.877   0.806   0.855   0.882   0.899   0.916   0.927   0.938   0.947   0.953   0.960   0.965   0.968   1.000   0.970   0.971   0.971   0.971   0.970   0.967   0.965   0.961   0.956   0.949   0.938   0.921  -0.270  -0.299  -0.300  -0.294  -0.115
   0.001  -0.010   0.007   0.013   0.009   0.190   0.170   0.100   0.208   0.214   0.209   0.049   0.029   0.020   0.046   0.046   0.044
  -0.871   0.802   0.851   0.878   0.895   0.912   0.924   0.936   0.945   0.952   0.959   0.965   0.968   0.970   1.000   0.973   0.973   0.973   0.973   0.971   0.969   0.966   0.961   0.955   0.943   0.927  -0.285  -0.319  -0.320  -0.313  -0.122
   0.001  -0.010   0.007   0.013   0.009   0.204   0.184   0.109   0.223   0.229   0.224   0.048   0.028   0.020   0.045   0.045   0.043
  -0.865   0.797   0.846   0.873   0.890   0.908   0.921   0.933   0.942   0.950   0.958   0.964   0.968   0.971   0.973   1.000   0.976   0.976   0.977   0.975   0.974   0.971   0.967   0.961   0.950   0.933  -0.303  -0.341  -0.344  -0.335  -0.130
   0.001  -0.010   0.007   0.013   0.009   0.222   0.199   0.118   0.241   0.247   0.242   0.048   0.028   0.020   0.045   0.044   0.042
  -0.857   0.791   0.840   0.868   0.885   0.903   0.917   0.929   0.939   0.947   0.956   0.963   0.968   0.971   0.973   0.976   1.000   0.979   0.979   0.978   0.978   0.975   0.972   0.966   0.955   0.939  -0.320  -0.363  -0.367  -0.356  -0.139
   0.000  -0.011   0.007   0.012   0.009   0.238   0.214   0.127   0.259   0.265   0.260   0.047   0.028   0.021   0.044   0.044   0.042
  -0.849   0.785   0.834   0.862   0.879   0.898   0.912   0.926   0.936   0.945   0.954   0.961   0.967   0.971   0.973   0.976   0.979   1.000   0.982   0.981   0.981   0.979   0.976   0.971   0.961   0.945  -0.337  -0.383  -0.390  -0.377  -0.146
  -0.001  -0.011   0.006   0.012   0.008   0.255   0.228   0.136   0.276   0.282   0.277   0.046   0.029   0.021   0.044   0.043   0.041
  -0.842   0.779   0.828   0.856   0.874   0.893   0.908   0.922   0.933   0.942   0.951   0.959   0.965   0.970   0.973   0.977   0.979   0.982   1.000   0.984   0.984   0.983   0.980   0.975   0.965   0.950  -0.352  -0.401  -0.411  -0.396  -0.154
  -0.002  -0.012   0.006   0.012   0.008   0.270   0.241   0.144   0.291   0.298   0.292   0.045   0.029   0.021   0.043   0.042   0.040
  -0.833   0.772   0.821   0.849   0.867   0.887   0.902   0.916   0.928   0.937   0.947   0.956   0.962   0.967   0.971   0.975   0.978   0.981   0.984   1.000   0.985   0.984   0.982   0.977   0.967   0.952  -0.366  -0.418  -0.431  -0.413  -0.160
  -0.003  -0.012   0.005   0.011   0.008   0.283   0.252   0.151   0.305   0.312   0.307   0.044   0.030   0.022   0.043   0.041   0.040
  -0.825   0.766   0.814   0.842   0.860   0.881   0.897   0.911   0.923   0.933   0.943   0.953   0.960   0.965   0.969   0.974   0.978   0.981   0.984   0.985   1.000   0.986   0.984   0.980   0.971   0.956  -0.380  -0.435  -0.450  -0.433  -0.167
  -0.003  -0.013   0.005   0.011   0.007   0.298   0.265   0.158   0.320   0.327   0.321   0.044   0.029   0.022   0.042   0.041   0.039
  -0.815   0.758   0.806   0.834   0.852   0.873   0.889   0.905   0.917   0.927   0.938   0.948   0.955   0.961   0.966   0.971   0.975   0.979   0.983   0.984   0.986   1.000   0.984   0.981   0.972   0.958  -0.394  -0.452  -0.467  -0.454  -0.174
  -0.003  -0.012   0.005   0.011   0.007   0.311   0.277   0.166   0.334   0.341   0.335   0.043   0.029   0.022   0.042   0.040   0.039
  -0.805   0.749   0.797   0.825   0.843   0.865   0.881   0.897   0.910   0.920   0.932   0.942   0.950   0.956   0.961   0.967   0.972   0.976   0.980   0.982   0.984   0.984   1.000   0.981   0.972   0.959  -0.408  -0.468  -0.484  -0.474  -0.181
  -0.001  -0.012   0.005   0.010   0.007   0.324   0.290   0.174   0.348   0.355   0.349   0.042   0.028   0.021   0.041   0.040   0.038
  -0.792   0.738   0.786   0.814   0.832   0.854   0.871   0.887   0.900   0.911   0.923   0.934   0.942   0.949   0.955   0.961   0.966   0.971   0.975   0.977   0.980   0.981   0.981   1.000   0.970   0.957  -0.420  -0.483  -0.499  -0.490  -0.186
   0.005  -0.010   0.005   0.010   0.007   0.336   0.306   0.183   0.361   0.368   0.362   0.041   0.023   0.019   0.039   0.038   0.036
  -0.779   0.726   0.773   0.801   0.819   0.841   0.858   0.874   0.888   0.898   0.911   0.922   0.931   0.938   0.943   0.950   0.955   0.961   0.965   0.967   0.971   0.972   0.972   0.970   1.000   0.950  -0.425  -0.490  -0.506  -0.503  -0.190
   0.003  -0.012   0.006   0.011   0.008   0.342   0.309   0.183   0.367   0.374   0.368   0.042   0.023   0.021   0.040   0.038   0.037
  -0.762   0.709   0.756   0.783   0.801   0.823   0.841   0.857   0.870   0.881   0.894   0.905   0.914   0.921   0.927   0.933   0.939   0.945   0.950   0.952   0.956   0.958   0.959   0.957   0.950   1.000  -0.426  -0.492  -0.511  -0.514  -0.236
  -0.006  -0.018   0.004   0.011   0.008   0.342   0.301   0.178   0.366   0.375   0.369   0.046   0.035   0.029   0.046   0.043   0.041
  -0.014  -0.024  -0.035  -0.046  -0.057  -0.088  -0.118  -0.145  -0.169  -0.190  -0.213  -0.234  -0.253  -0.270  -0.285  -0.303  -0.320  -0.337  -0.352  -0.366  -0.380  -0.394  -0.408  -0.420  -0.425  -0.426   1.000   0.841   0.822   0.766   0.288
  -0.009  -0.026   0.007   0.008   0.005  -0.555  -0.502  -0.333  -0.582  -0.585  -0.582   0.017   0.026   0.031   0.012   0.012   0.015
  -0.015  -0.027  -0.041  -0.054  -0.067  -0.096  -0.125  -0.151  -0.174  -0.195  -0.223  -0.250  -0.276  -0.299  -0.319  -0.341  -0.363  -0.383  -0.401  -0.418  -0.435  -0.452  -0.468  -0.483  -0.490  -0.492   0.841   1.000   0.934   0.881   0.333
  -0.020  -0.017   0.003   0.005   0.003  -0.655  -0.606  -0.383  -0.692  -0.694  -0.691   0.013   0.030   0.019   0.011   0.012   0.014
  -0.008  -0.029  -0.044  -0.058  -0.071  -0.101  -0.130  -0.157  -0.180  -0.201  -0.228  -0.254  -0.278  -0.300  -0.320  -0.344  -0.367  -0.390  -0.411  -0.431  -0.450  -0.467  -0.484  -0.499  -0.506  -0.511   0.822   0.934   1.000   0.908   0.346
  -0.002   0.009   0.001   0.001   0.001  -0.671  -0.607  -0.370  -0.712  -0.715  -0.710   0.002  -0.004  -0.011  -0.001   0.005   0.003
   0.007  -0.030  -0.046  -0.061  -0.075  -0.104  -0.131  -0.157  -0.179  -0.199  -0.225  -0.250  -0.273  -0.294  -0.313  -0.335  -0.356  -0.377  -0.396  -0.413  -0.433  -0.454  -0.474  -0.490  -0.503  -0.514   0.766   0.881   0.908   1.000   0.348
   0.007   0.037   0.000  -0.004   0.000  -0.632  -0.562  -0.325  -0.672  -0.677  -0.669  -0.028  -0.028  -0.047  -0.033  -0.026  -0.029
   0.008  -0.012  -0.019  -0.025  -0.031  -0.042  -0.053  -0.063  -0.071  -0.079  -0.089  -0.098  -0.107  -0.115  -0.122  -0.130  -0.139  -0.146  -0.154  -0.160  -0.167  -0.174  -0.181  -0.186  -0.190  -0.236   0.288   0.333   0.346   0.348   1.000
   0.013   0.013   0.005  -0.001   0.000  -0.237  -0.201  -0.122  -0.247  -0.254  -0.251  -0.018  -0.031  -0.018  -0.040  -0.023  -0.022
  -0.209   0.003   0.003   0.002   0.001   0.001   0.001   0.000   0.000  -0.001   0.000   0.000   0.000   0.001   0.001   0.001   0.000  -0.001  -0.002  -0.003  -0.003  -0.003  -0.001   0.005   0.003  -0.006  -0.009  -0.020  -0.002   0.007   0.013
   1.000   0.176   0.472   0.480   0.469  -0.421   0.595   0.004  -0.001   0.001   0.002   0.527  -0.735  -0.006  -0.001  -0.003  -0.005
  -0.083   0.001   0.000  -0.002  -0.003  -0.004  -0.005  -0.007  -0.008  -0.008  -0.009  -0.009  -0.009  -0.010  -0.010  -0.010  -0.011  -0.011  -0.012  -0.012  -0.013  -0.012  -0.012  -0.010  -0.012  -0.018  -0.026  -0.017   0.009   0.037   0.013
   0.176   1.000   0.209   0.212   0.208  -0.193   0.000   0.875  -0.007  -0.007  -0.006   0.227  -0.009  -0.951  -0.008  -0.008  -0.010
  -0.270   0.005   0.006   0.006   0.007   0.007   0.008   0.007   0.007   0.007   0.007   0.007   0.007   0.007   0.007   0.007   0.007   0.006   0.006   0.005   0.005   0.005   0.005   0.005   0.006   0.004   0.007   0.003   0.001   0.000   0.005
   0.472   0.209   1.000   0.594   0.579  -0.524  -0.005  -0.003   0.407  -0.003  -0.003   0.658   0.004   0.003  -0.534   0.002   0.002
  -0.280   0.007   0.009   0.010   0.011   0.012   0.013   0.013   0.013   0.013   0.013   0.013   0.013   0.013   0.013   0.013   0.012   0.012   0.012   0.011   0.011   0.011   0.010   0.010   0.011   0.011   0.008   0.005   0.001  -0.004  -0.001
   0.480   0.212   0.594   1.000   0.587  -0.530  -0.003  -0.003  -0.002   0.393  -0.002   0.668   0.003   0.004   0.003  -0.492   0.003
  -0.269   0.006   0.007   0.008   0.009   0.009   0.009   0.009   0.009   0.009   0.009   0.009   0.009   0.009   0.009   0.009   0.009   0.008   0.008   0.008   0.007   0.007   0.007   0.007   0.008   0.008   0.005   0.003   0.001   0.000   0.000
   0.469   0.208   0.579   0.587   1.000  -0.517  -0.002  -0.002  -0.002  -0.002   0.416   0.650   0.001   0.002   0.001   0.001  -0.531
   0.255   0.011   0.017   0.024   0.031   0.051   0.069   0.087   0.103   0.118   0.137   0.156   0.174   0.190   0.204   0.222   0.238   0.255   0.270   0.283   0.298   0.311   0.324   0.336   0.342   0.342  -0.555  -0.655  -0.671  -0.632  -0.237
  -0.421  -0.193  -0.524  -0.530  -0.517   1.000   0.423   0.259   0.494   0.497   0.494  -0.556   0.000   0.005   0.000  -0.004  -0.003
   0.023   0.013   0.018   0.023   0.029   0.046   0.062   0.078   0.092   0.104   0.122   0.139   0.155   0.170   0.184   0.199   0.214   0.228   0.241   0.252   0.265   0.277   0.290   0.306   0.309   0.301  -0.502  -0.606  -0.607  -0.562  -0.201
   0.595   0.000  -0.005  -0.003  -0.002   0.423   1.000   0.238   0.445   0.449   0.447  -0.008  -0.686  -0.001  -0.001  -0.008  -0.008
   0.020   0.009   0.011   0.014   0.017   0.027   0.037   0.046   0.054   0.061   0.071   0.082   0.092   0.100   0.109   0.118   0.127   0.136   0.144   0.151   0.158   0.166   0.174   0.183   0.183   0.178  -0.333  -0.383  -0.370  -0.325  -0.122
   0.004   0.875  -0.003  -0.003  -0.002   0.259   0.238   1.000   0.272   0.273   0.273  -0.011  -0.007  -0.889  -0.007  -0.009  -0.011
   0.016   0.016   0.023   0.031   0.039   0.060   0.080   0.099   0.116   0.131   0.152   0.172   0.190   0.208   0.223   0.241   0.259   0.276   0.291   0.305   0.320   0.334   0.348   0.361   0.367   0.366  -0.582  -0.692  -0.712  -0.672  -0.247
  -0.001  -0.007   0.407  -0.002  -0.002   0.494   0.445   0.272   1.000   0.526   0.522  -0.002   0.004   0.007  -0.496  -0.003  -0.002
   0.010   0.018   0.026   0.035   0.044   0.065   0.085   0.104   0.122   0.137   0.158   0.178   0.197   0.214   0.229   0.247   0.265   0.282   0.298   0.312   0.327   0.341   0.355   0.368   0.374   0.375  -0.585  -0.694  -0.715  -0.677  -0.254
   0.001  -0.007  -0.003   0.393  -0.002   0.497   0.449   0.273   0.526   1.000   0.525  -0.001   0.003   0.008   0.003  -0.462  -0.001
   0.014   0.017   0.025   0.033   0.041   0.062   0.082   0.101   0.118   0.133   0.153   0.173   0.192   0.209   0.224   0.242   0.260   0.277   0.292   0.307   0.321   0.335   0.349   0.362   0.368   0.369  -0.582  -0.691  -0.710  -0.669  -0.251
   0.002  -0.006  -0.003  -0.002   0.416   0.494   0.447   0.273   0.522   0.525   1.000  -0.002   0.001   0.007   0.002  -0.003  -0.493
  -0.344   0.018   0.027   0.034   0.039   0.043   0.046   0.047   0.049   0.049   0.050   0.050   0.049   0.049   0.048   0.048   0.047   0.046   0.045   0.044   0.044   0.043   0.042   0.041   0.042   0.046   0.017   0.013   0.002  -0.028  -0.018
   0.527   0.227   0.658   0.668   0.650  -0.556  -0.008  -0.011  -0.002  -0.001  -0.002   1.000   0.009   0.013   0.011   0.011   0.012
  -0.032   0.008   0.014   0.020   0.024   0.026   0.028   0.029   0.030   0.031   0.031   0.030   0.030   0.029   0.028   0.028   0.028   0.029   0.029   0.030   0.029   0.029   0.028   0.023   0.023   0.035   0.026   0.030  -0.004  -0.028  -0.031
  -0.735  -0.009   0.004   0.003   0.001   0.000  -0.686  -0.007   0.004   0.003   0.001   0.009   1.000   0.011   0.000   0.006   0.008
  -0.022   0.003   0.006   0.009   0.012   0.014   0.016   0.017   0.018   0.019   0.020   0.020   0.020   0.020   0.020   0.020   0.021   0.021   0.021   0.022   0.022   0.022   0.021   0.019   0.021   0.029   0.031   0.019  -0.011  -0.047  -0.018
  -0.006  -0.951   0.003   0.004   0.002   0.005  -0.001  -0.889   0.007   0.008   0.007   0.013   0.011   1.000   0.011   0.011   0.013
  -0.046   0.013   0.023   0.031   0.036   0.040   0.042   0.044   0.046   0.046   0.046   0.046   0.046   0.046   0.045   0.045   0.044   0.044   0.043   0.043   0.042   0.042   0.041   0.039   0.040   0.046   0.012   0.011  -0.001  -0.033  -0.040
  -0.001  -0.008  -0.534   0.003   0.001   0.000  -0.001  -0.007  -0.496   0.003   0.002   0.011   0.000   0.011   1.000   0.009   0.010
  -0.047   0.015   0.024   0.032   0.037   0.041   0.043   0.045   0.046   0.047   0.047   0.047   0.046   0.046   0.045   0.044   0.044   0.043   0.042   0.041   0.041   0.040   0.040   0.038   0.038   0.043   0.012   0.012   0.005  -0.026  -0.023
  -0.003  -0.008   0.002  -0.492   0.001  -0.004  -0.008  -0.009  -0.003  -0.462  -0.003   0.011   0.006   0.011   0.009   1.000   0.011
  -0.045   0.013   0.022   0.029   0.034   0.038   0.040   0.042   0.043   0.044   0.044   0.044   0.044   0.044   0.043   0.042   0.042   0.041   0.040   0.040   0.039   0.039   0.038   0.036   0.037   0.041   0.015   0.014   0.003  -0.029  -0.022
  -0.005  -0.010   0.002   0.003  -0.531  -0.003  -0.008  -0.011  -0.002  -0.001  -0.493   0.012   0.008   0.013   0.010   0.011   1.000

Number of iterations    1270
Minutes to convergence   124.76718
Average prediction error by age

  1.00000000  -0.04591334 
  2.00000000   0.01522321 
  3.00000000   0.04093666 
  4.00000000   0.03467217 
  5.00000000   0.01730530 
  6.00000000   0.00259067 
  7.00000000  -0.00973937 
  8.00000000  -0.01944985 
  9.00000000  -0.02499303 
 10.00000000  -0.02456180 
 11.00000000  -0.02294904 
 12.00000000  -0.01816357 
 13.00000000  -0.01407006 
 14.00000000  -0.00821074 
 15.00000000  -0.00371381 
 16.00000000  -0.00053888 
 17.00000000   0.00475962 
 18.00000000   0.00662564 
 19.00000000   0.01284010 
 20.00000000   0.01791251 
 21.00000000   0.02353869 
 22.00000000   0.02706059 
 23.00000000   0.02931627 
 24.00000000   0.02503613 
 25.00000000   0.00922666 
 26.00000000   0.00049252 
ffunc:  90.00000000   1.00000000 
Peak is at:
  4.00000000 
  4.00000000 
  7.00000000 
  4.00000000 
  4.00000000 
  5.00000000 

Industry        modal age        mean age    Sorted
Chemical        4.4038696        7.5592234 Electric 
Computer        4.2005005        7.2839149 Manufact 
   Drugs        6.5170288        8.1392545 Computer 
Electric        3.7860718        7.2337176 Chemical 
Manufact         3.821106        7.4065457    Other 
   Other        4.5081177          7.72204    Drugs 

Elapsed time during program run: 2 hours  7 minutes  16.41 seconds
