Settings that led to this output file:

cutoffyear = 1975;
subcatlev = 1;  // can be set to 1 (6 subcats) or 2 (31 subcats)
citeApp = 0; // set to 0 to measure birth and cite by grant year, set to 1 to measure birth and cite by app ye
sepNLPar1 = 1; // set to 1 to estimate separate nonlinear parameters for each subcategory
sepNLPar2 = 1; // set to 1 to estimate separate nonlinear parameters for each subcategory
ageChkYrs = 15; // Number of years used to do summary stats at end;
useCYdums = 1;
useBYdums = 1;
useSCdums = 1;
useNLpars = 1;





number of observations: 2106.00000000 
ncites: 
  0.57342871 

===============================================================================
 MAXLIK Version 5.0.9                                      9/22/2008   3:33 pm
===============================================================================

return code =    0
normal convergence

Mean log-likelihood      -0.0169225
Number of cases     2106

Covariance matrix of the parameters computed by the following method:
Inverse of computed Hessian

Parameters    Estimates     Std. err.  Est./s.e.  Prob.    Gradient
------------------------------------------------------------------
const           -0.7204        0.0605  -11.899   0.0000      0.0000
cite yr          0.1496        0.0651    2.299   0.0215      0.0000
cite yr         -0.2266        0.0614   -3.689   0.0002      0.0000
cite yr          0.0486        0.0596    0.815   0.4148      0.0000
cite yr          0.1232        0.0585    2.105   0.0353      0.0000
cite yr          0.0099        0.0581    0.170   0.8650      0.0000
cite yr         -0.0279        0.0579   -0.482   0.6301      0.0000
cite yr          0.1218        0.0578    2.106   0.0352      0.0000
cite yr          0.1958        0.0579    3.382   0.0007      0.0000
cite yr          0.1743        0.0580    3.002   0.0027      0.0000
cite yr          0.3396        0.0585    5.808   0.0000      0.0000
cite yr          0.2721        0.0590    4.615   0.0000      0.0000
cite yr          0.4965        0.0595    8.347   0.0000      0.0000
cite yr          0.3819        0.0600    6.362   0.0000      0.0000
cite yr          0.4142        0.0606    6.835   0.0000      0.0000
cite yr          0.4373        0.0615    7.117   0.0000      0.0000
cite yr          0.4459        0.0623    7.155   0.0000      0.0000
cite yr          0.5174        0.0632    8.189   0.0000      0.0000
cite yr          0.5477        0.0641    8.549   0.0000      0.0000
cite yr          0.6456        0.0649    9.941   0.0000      0.0000
cite yr          0.6938        0.0661   10.499   0.0000      0.0000
cite yr          0.9569        0.0672   14.236   0.0000      0.0000
cite yr          0.9839        0.0683   14.396   0.0000      0.0000
cite yr          1.0177        0.0695   14.650   0.0000      0.0000
cite yr          1.0806        0.0706   15.310   0.0000      0.0000
cite yr          1.0917        0.0719   15.185   0.0000      0.0000
birth yr         0.0368        0.0126    2.929   0.0034      0.0000
birth yr         0.1244        0.0218    5.700   0.0000      0.0000
birth yr         0.1203        0.0317    3.799   0.0001      0.0000
birth yr        -0.0655        0.0420   -1.560   0.1187      0.0000
birth yr        -0.3156        0.0719   -4.390   0.0000      0.0000
sub cat          0.8264        0.0406   20.366   0.0000      0.0000
sub cat          0.4192        0.0468    8.953   0.0000      0.0000
sub cat          0.2097        0.0352    5.963   0.0000      0.0000
sub cat         -0.1492        0.0343   -4.354   0.0000      0.0000
sub cat         -0.1750        0.0353   -4.964   0.0000      0.0000
nlPar1           0.0707        0.0027   25.949   0.0000      0.0000
nlPar1           0.0941        0.0029   32.360   0.0000      0.0000
nlPar1           0.0579        0.0032   18.260   0.0000      0.0000
nlPar1           0.0795        0.0027   29.920   0.0000      0.0000
nlPar1           0.0678        0.0026   25.965   0.0000      0.0000
nlPar1           0.0558        0.0027   20.965   0.0000      0.0000
nlPar2           0.4928        0.0237   20.798   0.0000      0.0000
nlPar2           0.3925        0.0201   19.520   0.0000      0.0000
nlPar2           0.3159        0.0181   17.413   0.0000      0.0000
nlPar2           0.5535        0.0263   21.044   0.0000      0.0000
nlPar2           0.6072        0.0289   21.045   0.0000      0.0000
nlPar2           0.5489        0.0261   21.036   0.0000      0.0000

Correlation matrix of the parameters
   1.000  -0.722  -0.771  -0.799  -0.817  -0.826  -0.830  -0.831  -0.830  -0.828  -0.821  -0.813  -0.805  -0.796  -0.788  -0.775  -0.763  -0.750  -0.738  -0.726  -0.713  -0.699  -0.686  -0.673  -0.661  -0.648  -0.039  -0.046  -0.041  -0.022   0.000
  -0.265  -0.222  -0.317  -0.328  -0.316   0.316   0.049   0.050   0.046   0.045   0.046  -0.429  -0.057  -0.055  -0.062  -0.063  -0.062
  -0.722   1.000   0.707   0.730   0.744   0.751   0.754   0.755   0.755   0.754   0.749   0.743   0.737   0.731   0.724   0.715   0.706   0.696   0.687   0.678   0.667   0.656   0.646   0.636   0.626   0.615  -0.011  -0.013  -0.014  -0.016  -0.012
  -0.001  -0.001   0.000   0.000   0.000   0.006   0.005   0.004   0.006   0.006   0.006   0.011   0.010   0.008   0.012   0.013   0.012
  -0.771   0.707   1.000   0.775   0.791   0.800   0.804   0.806   0.806   0.805   0.801   0.795   0.789   0.783   0.777   0.767   0.758   0.748   0.739   0.729   0.718   0.707   0.696   0.686   0.675   0.664  -0.024  -0.028  -0.030  -0.033  -0.026
  -0.001  -0.003   0.001   0.001   0.000   0.013   0.012   0.010   0.014   0.014   0.014   0.021   0.019   0.017   0.023   0.024   0.023
  -0.799   0.730   0.775   1.000   0.818   0.828   0.833   0.836   0.837   0.836   0.832   0.828   0.822   0.816   0.810   0.800   0.791   0.781   0.772   0.763   0.751   0.740   0.729   0.719   0.709   0.697  -0.038  -0.044  -0.047  -0.051  -0.039
  -0.002  -0.005   0.001   0.002   0.001   0.022   0.020   0.016   0.023   0.024   0.023   0.030   0.027   0.024   0.032   0.034   0.032
  -0.817   0.744   0.791   0.818   1.000   0.847   0.853   0.856   0.858   0.858   0.854   0.850   0.845   0.839   0.833   0.824   0.815   0.806   0.797   0.788   0.776   0.765   0.754   0.744   0.734   0.722  -0.052  -0.060  -0.064  -0.069  -0.052
  -0.003  -0.006   0.001   0.002   0.001   0.032   0.028   0.024   0.034   0.035   0.034   0.038   0.034   0.031   0.040   0.042   0.040
  -0.826   0.751   0.800   0.828   0.847   1.000   0.869   0.874   0.878   0.879   0.877   0.875   0.871   0.866   0.861   0.854   0.846   0.838   0.829   0.821   0.811   0.800   0.790   0.781   0.771   0.760  -0.102  -0.106  -0.110  -0.116  -0.085
  -0.004  -0.008   0.002   0.003   0.002   0.065   0.058   0.051   0.067   0.069   0.067   0.043   0.039   0.036   0.045   0.047   0.045
  -0.830   0.754   0.804   0.833   0.853   0.869   1.000   0.886   0.891   0.893   0.893   0.892   0.889   0.886   0.882   0.875   0.868   0.861   0.853   0.846   0.836   0.827   0.818   0.808   0.800   0.789  -0.142  -0.144  -0.149  -0.154  -0.111
  -0.004  -0.009   0.002   0.003   0.002   0.091   0.083   0.073   0.095   0.098   0.095   0.047   0.043   0.040   0.049   0.051   0.049
  -0.831   0.755   0.806   0.836   0.856   0.874   0.886   1.000   0.900   0.904   0.905   0.905   0.903   0.900   0.897   0.892   0.885   0.879   0.872   0.865   0.857   0.848   0.839   0.831   0.822   0.812  -0.175  -0.176  -0.181  -0.186  -0.134
  -0.005  -0.010   0.002   0.004   0.002   0.115   0.104   0.092   0.119   0.122   0.119   0.050   0.046   0.043   0.052   0.054   0.052
  -0.830   0.755   0.806   0.837   0.858   0.878   0.891   0.900   1.000   0.911   0.913   0.914   0.913   0.912   0.909   0.904   0.899   0.893   0.887   0.881   0.873   0.865   0.857   0.849   0.841   0.832  -0.203  -0.204  -0.210  -0.215  -0.154
  -0.005  -0.011   0.002   0.004   0.002   0.136   0.124   0.109   0.141   0.145   0.141   0.052   0.049   0.046   0.054   0.056   0.054
  -0.828   0.754   0.805   0.836   0.858   0.879   0.893   0.904   0.911   1.000   0.920   0.921   0.921   0.920   0.919   0.915   0.910   0.905   0.900   0.894   0.887   0.879   0.872   0.864   0.856   0.848  -0.229  -0.230  -0.236  -0.241  -0.172
  -0.006  -0.012   0.003   0.005   0.002   0.155   0.141   0.125   0.161   0.165   0.160   0.054   0.051   0.048   0.056   0.057   0.056
  -0.821   0.749   0.801   0.832   0.854   0.877   0.893   0.905   0.913   0.920   1.000   0.928   0.929   0.930   0.929   0.927   0.923   0.919   0.915   0.910   0.904   0.897   0.890   0.883   0.876   0.869  -0.260  -0.270  -0.274  -0.279  -0.198
  -0.006  -0.012   0.003   0.005   0.003   0.184   0.169   0.150   0.191   0.196   0.191   0.054   0.051   0.048   0.056   0.057   0.056
  -0.813   0.743   0.795   0.828   0.850   0.875   0.892   0.905   0.914   0.921   0.928   1.000   0.935   0.936   0.937   0.935   0.933   0.930   0.926   0.922   0.917   0.911   0.905   0.899   0.893   0.886  -0.287  -0.305  -0.307  -0.312  -0.220
  -0.006  -0.013   0.003   0.005   0.003   0.210   0.193   0.172   0.218   0.223   0.217   0.054   0.051   0.049   0.055   0.056   0.055
  -0.805   0.737   0.789   0.822   0.845   0.871   0.889   0.903   0.913   0.921   0.929   0.935   1.000   0.941   0.942   0.942   0.941   0.938   0.936   0.932   0.928   0.923   0.917   0.912   0.906   0.900  -0.311  -0.336  -0.337  -0.341  -0.240
  -0.006  -0.013   0.003   0.005   0.003   0.234   0.215   0.192   0.242   0.248   0.241   0.053   0.051   0.049   0.054   0.056   0.054
  -0.796   0.731   0.783   0.816   0.839   0.866   0.886   0.900   0.912   0.920   0.930   0.936   0.941   1.000   0.946   0.947   0.946   0.945   0.943   0.940   0.937   0.932   0.928   0.923   0.918   0.912  -0.332  -0.363  -0.364  -0.367  -0.258
  -0.006  -0.013   0.003   0.005   0.003   0.255   0.235   0.210   0.264   0.270   0.263   0.052   0.050   0.048   0.053   0.054   0.053
  -0.788   0.724   0.777   0.810   0.833   0.861   0.882   0.897   0.909   0.919   0.929   0.937   0.942   0.946   1.000   0.950   0.951   0.950   0.949   0.947   0.944   0.940   0.936   0.932   0.927   0.922  -0.352  -0.389  -0.388  -0.391  -0.275
  -0.006  -0.013   0.003   0.005   0.003   0.275   0.253   0.227   0.284   0.290   0.283   0.051   0.049   0.047   0.052   0.053   0.052
  -0.775   0.715   0.767   0.800   0.824   0.854   0.875   0.892   0.904   0.915   0.927   0.935   0.942   0.947   0.950   1.000   0.955   0.955   0.955   0.954   0.951   0.949   0.945   0.942   0.938   0.933  -0.377  -0.417  -0.421  -0.421  -0.295
  -0.006  -0.013   0.003   0.005   0.003   0.299   0.276   0.248   0.309   0.316   0.308   0.050   0.048   0.046   0.051   0.052   0.051
  -0.763   0.706   0.758   0.791   0.815   0.846   0.868   0.885   0.899   0.910   0.923   0.933   0.941   0.946   0.951   0.955   1.000   0.959   0.959   0.959   0.957   0.955   0.953   0.950   0.947   0.943  -0.399  -0.443  -0.449  -0.448  -0.313
  -0.006  -0.013   0.003   0.005   0.003   0.321   0.297   0.267   0.332   0.339   0.331   0.048   0.046   0.045   0.049   0.050   0.049
  -0.750   0.696   0.748   0.781   0.806   0.838   0.861   0.879   0.893   0.905   0.919   0.930   0.938   0.945   0.950   0.955   0.959   1.000   0.962   0.962   0.962   0.961   0.959   0.956   0.954   0.950  -0.419  -0.466  -0.475  -0.472  -0.329
  -0.006  -0.012   0.003   0.005   0.002   0.341   0.316   0.285   0.352   0.359   0.351   0.046   0.045   0.044   0.047   0.048   0.047
  -0.738   0.687   0.739   0.772   0.797   0.829   0.853   0.872   0.887   0.900   0.915   0.926   0.936   0.943   0.949   0.955   0.959   0.962   1.000   0.965   0.965   0.965   0.963   0.962   0.959   0.956  -0.437  -0.487  -0.499  -0.494  -0.344
  -0.006  -0.012   0.003   0.004   0.002   0.360   0.333   0.301   0.371   0.378   0.370   0.045   0.043   0.042   0.045   0.046   0.045
  -0.726   0.678   0.729   0.763   0.788   0.821   0.846   0.865   0.881   0.894   0.910   0.922   0.932   0.940   0.947   0.954   0.959   0.962   0.965   1.000   0.967   0.967   0.967   0.966   0.964   0.962  -0.453  -0.506  -0.520  -0.513  -0.358
  -0.005  -0.011   0.002   0.004   0.002   0.377   0.349   0.315   0.388   0.396   0.387   0.043   0.041   0.040   0.044   0.044   0.044
  -0.713   0.667   0.718   0.751   0.776   0.811   0.836   0.857   0.873   0.887   0.904   0.917   0.928   0.937   0.944   0.951   0.957   0.962   0.965   0.967   1.000   0.970   0.970   0.970   0.969   0.967  -0.472  -0.528  -0.543  -0.539  -0.373
  -0.005  -0.011   0.002   0.004   0.002   0.395   0.367   0.332   0.407   0.415   0.406   0.041   0.040   0.039   0.042   0.043   0.042
  -0.699   0.656   0.707   0.740   0.765   0.800   0.827   0.848   0.865   0.879   0.897   0.911   0.923   0.932   0.940   0.949   0.955   0.961   0.965   0.967   0.970   1.000   0.972   0.972   0.972   0.971  -0.489  -0.548  -0.563  -0.562  -0.387
  -0.005  -0.010   0.002   0.004   0.002   0.413   0.383   0.347   0.425   0.433   0.424   0.040   0.039   0.038   0.041   0.042   0.041
  -0.686   0.646   0.696   0.729   0.754   0.790   0.818   0.839   0.857   0.872   0.890   0.905   0.917   0.928   0.936   0.945   0.953   0.959   0.963   0.967   0.970   0.972   1.000   0.974   0.975   0.974  -0.504  -0.566  -0.581  -0.582  -0.400
  -0.005  -0.010   0.002   0.004   0.002   0.428   0.398   0.361   0.441   0.449   0.440   0.039   0.037   0.036   0.040   0.040   0.039
  -0.673   0.636   0.686   0.719   0.744   0.781   0.808   0.831   0.849   0.864   0.883   0.899   0.912   0.923   0.932   0.942   0.950   0.956   0.962   0.966   0.970   0.972   0.974   1.000   0.976   0.976  -0.518  -0.582  -0.598  -0.601  -0.411
  -0.004  -0.009   0.002   0.003   0.002   0.443   0.412   0.374   0.455   0.464   0.454   0.037   0.036   0.034   0.038   0.039   0.038
  -0.661   0.626   0.675   0.709   0.734   0.771   0.800   0.822   0.841   0.856   0.876   0.893   0.906   0.918   0.927   0.938   0.947   0.954   0.959   0.964   0.969   0.972   0.975   0.976   1.000   0.978  -0.530  -0.597  -0.614  -0.618  -0.422
  -0.004  -0.009   0.002   0.003   0.002   0.456   0.424   0.385   0.469   0.478   0.468   0.036   0.034   0.033   0.037   0.037   0.036
  -0.648   0.615   0.664   0.697   0.722   0.760   0.789   0.812   0.832   0.848   0.869   0.886   0.900   0.912   0.922   0.933   0.943   0.950   0.956   0.962   0.967   0.971   0.974   0.976   0.978   1.000  -0.543  -0.612  -0.629  -0.633  -0.454
  -0.004  -0.008   0.002   0.003   0.002   0.469   0.437   0.397   0.482   0.491   0.481   0.035   0.033   0.032   0.036   0.037   0.036
  -0.039  -0.011  -0.024  -0.038  -0.052  -0.102  -0.142  -0.175  -0.203  -0.229  -0.260  -0.287  -0.311  -0.332  -0.352  -0.377  -0.399  -0.419  -0.437  -0.453  -0.472  -0.489  -0.504  -0.518  -0.530  -0.543   1.000   0.837   0.826   0.802   0.543
  -0.004  -0.008   0.002   0.003   0.002  -0.609  -0.574  -0.529  -0.623  -0.633  -0.622   0.019   0.021   0.022   0.019   0.018   0.019
  -0.046  -0.013  -0.028  -0.044  -0.060  -0.106  -0.144  -0.176  -0.204  -0.230  -0.270  -0.305  -0.336  -0.363  -0.389  -0.417  -0.443  -0.466  -0.487  -0.506  -0.528  -0.548  -0.566  -0.582  -0.597  -0.612   0.837   1.000   0.920   0.901   0.612
  -0.003  -0.005   0.001   0.002   0.001  -0.704  -0.662  -0.609  -0.721  -0.733  -0.720   0.024   0.023   0.021   0.024   0.024   0.024
  -0.041  -0.014  -0.030  -0.047  -0.064  -0.110  -0.149  -0.181  -0.210  -0.236  -0.274  -0.307  -0.337  -0.364  -0.388  -0.421  -0.449  -0.475  -0.499  -0.520  -0.543  -0.563  -0.581  -0.598  -0.614  -0.629   0.826   0.920   1.000   0.923   0.629
   0.000   0.001   0.000   0.000   0.000  -0.721  -0.675  -0.618  -0.739  -0.752  -0.738   0.014   0.010   0.007   0.015   0.016   0.015
  -0.022  -0.016  -0.033  -0.051  -0.069  -0.116  -0.154  -0.186  -0.215  -0.241  -0.279  -0.312  -0.341  -0.367  -0.391  -0.421  -0.448  -0.472  -0.494  -0.513  -0.539  -0.562  -0.582  -0.601  -0.618  -0.633   0.802   0.901   0.923   1.000   0.633
   0.004   0.008  -0.002  -0.003  -0.002  -0.702  -0.655  -0.597  -0.721  -0.734  -0.720  -0.015  -0.017  -0.019  -0.014  -0.013  -0.014
   0.000  -0.012  -0.026  -0.039  -0.052  -0.085  -0.111  -0.134  -0.154  -0.172  -0.198  -0.220  -0.240  -0.258  -0.275  -0.295  -0.313  -0.329  -0.344  -0.358  -0.373  -0.387  -0.400  -0.411  -0.422  -0.454   0.543   0.612   0.629   0.633   1.000
   0.004   0.008  -0.002  -0.003  -0.002  -0.469  -0.437  -0.397  -0.482  -0.491  -0.481  -0.035  -0.033  -0.032  -0.036  -0.037  -0.036
  -0.265  -0.001  -0.001  -0.002  -0.003  -0.004  -0.004  -0.005  -0.005  -0.006  -0.006  -0.006  -0.006  -0.006  -0.006  -0.006  -0.006  -0.006  -0.006  -0.005  -0.005  -0.005  -0.005  -0.004  -0.004  -0.004  -0.004  -0.003   0.000   0.004   0.004
   1.000   0.353   0.468   0.480   0.467  -0.400   0.529   0.002   0.001   0.001   0.001   0.545  -0.700  -0.005  -0.004  -0.004  -0.004
  -0.222  -0.001  -0.003  -0.005  -0.006  -0.008  -0.009  -0.010  -0.011  -0.012  -0.012  -0.013  -0.013  -0.013  -0.013  -0.013  -0.013  -0.012  -0.012  -0.011  -0.011  -0.010  -0.010  -0.009  -0.009  -0.008  -0.008  -0.005   0.001   0.008   0.008
   0.353   1.000   0.405   0.415   0.404  -0.346   0.004   0.621   0.002   0.002   0.002   0.467  -0.009  -0.786  -0.009  -0.009  -0.009
  -0.317   0.000   0.001   0.001   0.001   0.002   0.002   0.002   0.002   0.003   0.003   0.003   0.003   0.003   0.003   0.003   0.003   0.003   0.003   0.002   0.002   0.002   0.002   0.002   0.002   0.002   0.002   0.001   0.000  -0.002  -0.002
   0.468   0.405   1.000   0.555   0.539  -0.464  -0.001  -0.001   0.410  -0.001  -0.001   0.636   0.002   0.002  -0.567   0.002   0.002
  -0.328   0.000   0.001   0.002   0.002   0.003   0.003   0.004   0.004   0.005   0.005   0.005   0.005   0.005   0.005   0.005   0.005   0.005   0.004   0.004   0.004   0.004   0.004   0.003   0.003   0.003   0.003   0.002   0.000  -0.003  -0.003
   0.480   0.415   0.555   1.000   0.554  -0.477  -0.002  -0.002  -0.001   0.385  -0.001   0.655   0.004   0.004   0.004  -0.534   0.004
  -0.316   0.000   0.000   0.001   0.001   0.002   0.002   0.002   0.002   0.002   0.003   0.003   0.003   0.003   0.003   0.003   0.003   0.002   0.002   0.002   0.002   0.002   0.002   0.002   0.002   0.002   0.002   0.001   0.000  -0.002  -0.002
   0.467   0.404   0.539   0.554   1.000  -0.463  -0.001  -0.001  -0.001   0.000   0.413   0.635   0.002   0.002   0.002   0.002  -0.570
   0.316   0.006   0.013   0.022   0.032   0.065   0.091   0.115   0.136   0.155   0.184   0.210   0.234   0.255   0.275   0.299   0.321   0.341   0.360   0.377   0.395   0.413   0.428   0.443   0.456   0.469  -0.609  -0.704  -0.721  -0.702  -0.469
  -0.400  -0.346  -0.464  -0.477  -0.463   1.000   0.516   0.473   0.563   0.572   0.562  -0.542  -0.015  -0.013  -0.018  -0.018  -0.018
   0.049   0.005   0.012   0.020   0.028   0.058   0.083   0.104   0.124   0.141   0.169   0.193   0.215   0.235   0.253   0.276   0.297   0.316   0.333   0.349   0.367   0.383   0.398   0.412   0.424   0.437  -0.574  -0.662  -0.675  -0.655  -0.437
   0.529   0.004  -0.001  -0.002  -0.001   0.516   1.000   0.445   0.528   0.537   0.527  -0.019  -0.616  -0.016  -0.020  -0.020  -0.020
   0.050   0.004   0.010   0.016   0.024   0.051   0.073   0.092   0.109   0.125   0.150   0.172   0.192   0.210   0.227   0.248   0.267   0.285   0.301   0.315   0.332   0.347   0.361   0.374   0.385   0.397  -0.529  -0.609  -0.618  -0.597  -0.397
   0.002   0.621  -0.001  -0.002  -0.001   0.473   0.445   1.000   0.485   0.492   0.484  -0.021  -0.020  -0.692  -0.022  -0.022  -0.022
   0.046   0.006   0.014   0.023   0.034   0.067   0.095   0.119   0.141   0.161   0.191   0.218   0.242   0.264   0.284   0.309   0.332   0.352   0.371   0.388   0.407   0.425   0.441   0.455   0.469   0.482  -0.623  -0.721  -0.739  -0.721  -0.482
   0.001   0.002   0.410  -0.001  -0.001   0.563   0.528   0.485   1.000   0.587   0.576  -0.016  -0.014  -0.012  -0.507  -0.017  -0.017
   0.045   0.006   0.014   0.024   0.035   0.069   0.098   0.122   0.145   0.165   0.196   0.223   0.248   0.270   0.290   0.316   0.339   0.359   0.378   0.396   0.415   0.433   0.449   0.464   0.478   0.491  -0.633  -0.733  -0.752  -0.734  -0.491
   0.001   0.002  -0.001   0.385   0.000   0.572   0.537   0.492   0.587   1.000   0.586  -0.015  -0.013  -0.011  -0.016  -0.481  -0.016
   0.046   0.006   0.014   0.023   0.034   0.067   0.095   0.119   0.141   0.160   0.191   0.217   0.241   0.263   0.283   0.308   0.331   0.351   0.370   0.387   0.406   0.424   0.440   0.454   0.468   0.481  -0.622  -0.720  -0.738  -0.720  -0.481
   0.001   0.002  -0.001  -0.001   0.413   0.562   0.527   0.484   0.576   0.586   1.000  -0.016  -0.014  -0.012  -0.017  -0.017  -0.509
  -0.429   0.011   0.021   0.030   0.038   0.043   0.047   0.050   0.052   0.054   0.054   0.054   0.053   0.052   0.051   0.050   0.048   0.046   0.045   0.043   0.041   0.040   0.039   0.037   0.036   0.035   0.019   0.024   0.014  -0.015  -0.035
   0.545   0.467   0.636   0.655   0.635  -0.542  -0.019  -0.021  -0.016  -0.015  -0.016   1.000   0.029   0.029   0.029   0.028   0.029
  -0.057   0.010   0.019   0.027   0.034   0.039   0.043   0.046   0.049   0.051   0.051   0.051   0.051   0.050   0.049   0.048   0.046   0.045   0.043   0.041   0.040   0.039   0.037   0.036   0.034   0.033   0.021   0.023   0.010  -0.017  -0.033
  -0.700  -0.009   0.002   0.004   0.002  -0.015  -0.616  -0.020  -0.014  -0.013  -0.014   0.029   1.000   0.029   0.029   0.028   0.029
  -0.055   0.008   0.017   0.024   0.031   0.036   0.040   0.043   0.046   0.048   0.048   0.049   0.049   0.048   0.047   0.046   0.045   0.044   0.042   0.040   0.039   0.038   0.036   0.034   0.033   0.032   0.022   0.021   0.007  -0.019  -0.032
  -0.005  -0.786   0.002   0.004   0.002  -0.013  -0.016  -0.692  -0.012  -0.011  -0.012   0.029   0.029   1.000   0.028   0.028   0.028
  -0.062   0.012   0.023   0.032   0.040   0.045   0.049   0.052   0.054   0.056   0.056   0.055   0.054   0.053   0.052   0.051   0.049   0.047   0.045   0.044   0.042   0.041   0.040   0.038   0.037   0.036   0.019   0.024   0.015  -0.014  -0.036
  -0.004  -0.009  -0.567   0.004   0.002  -0.018  -0.020  -0.022  -0.507  -0.016  -0.017   0.029   0.029   0.028   1.000   0.028   0.028
  -0.063   0.013   0.024   0.034   0.042   0.047   0.051   0.054   0.056   0.057   0.057   0.056   0.056   0.054   0.053   0.052   0.050   0.048   0.046   0.044   0.043   0.042   0.040   0.039   0.037   0.037   0.018   0.024   0.016  -0.013  -0.037
  -0.004  -0.009   0.002  -0.534   0.002  -0.018  -0.020  -0.022  -0.017  -0.481  -0.017   0.028   0.028   0.028   0.028   1.000   0.028
  -0.062   0.012   0.023   0.032   0.040   0.045   0.049   0.052   0.054   0.056   0.056   0.055   0.054   0.053   0.052   0.051   0.049   0.047   0.045   0.044   0.042   0.041   0.039   0.038   0.036   0.036   0.019   0.024   0.015  -0.014  -0.036
  -0.004  -0.009   0.002   0.004  -0.570  -0.018  -0.020  -0.022  -0.017  -0.016  -0.509   0.029   0.029   0.028   0.028   0.028   1.000

Number of iterations    482
Minutes to convergence     1.03672
Average prediction error by age

  1.00000000  -0.05711198 
  2.00000000   0.05628580 
  3.00000000   0.08299284 
  4.00000000   0.08115279 
  5.00000000   0.06013784 
  6.00000000   0.03100105 
  7.00000000   0.00166478 
  8.00000000  -0.01343382 
  9.00000000  -0.02169137 
 10.00000000  -0.02700244 
 11.00000000  -0.02899083 
 12.00000000  -0.02575182 
 13.00000000  -0.02082955 
 14.00000000  -0.01460442 
 15.00000000  -0.01170005 
 16.00000000  -0.00608327 
 17.00000000  -0.00055639 
 18.00000000   0.00357660 
 19.00000000   0.00851986 
 20.00000000   0.01595597 
 21.00000000   0.01665329 
 22.00000000   0.02090505 
 23.00000000   0.02471366 
 24.00000000   0.03055405 
 25.00000000   0.03753989 
 26.00000000   0.03229965 
Peak is at:
  4.00000000 
  4.00000000 
  6.00000000 
  4.00000000 
  4.00000000 
  4.00000000 

Industry        modal age        mean age    Sorted
Chemical        4.2124634        7.4668232 Electric 
Computer        4.1868286          7.27532 Manufact 
   Drugs        5.9035034        8.0351598 Computer 
Electric        3.7493286        7.2373653 Chemical 
Manufact        3.7852173        7.3631124    Other 
   Other        4.3423462        7.6323082    Drugs 

Elapsed time during program run: 1 minutes  6.23 seconds
