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: 133612.00000000 
ncites: 
  6.69832051 

===============================================================================
 MAXLIK Version 5.0.9                                      9/23/2008  12:20 am
===============================================================================

return code =    0
normal convergence

Mean log-likelihood       -0.807849
Number of cases     26564080

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

Parameters    Estimates     Std. err.  Est./s.e.  Prob.    Gradient
------------------------------------------------------------------
const           -0.7170        0.0152  -47.258   0.0000      0.0000
cite yr          0.1903        0.0168   11.305   0.0000      0.0000
cite yr         -0.1720        0.0162  -10.646   0.0000      0.0000
cite yr          0.0825        0.0153    5.378   0.0000      0.0000
cite yr          0.1494        0.0150    9.978   0.0000      0.0000
cite yr         -0.0076        0.0145   -0.526   0.5992      0.0000
cite yr         -0.0414        0.0148   -2.799   0.0051      0.0000
cite yr          0.1014        0.0147    6.901   0.0000      0.0000
cite yr          0.1672        0.0147   11.400   0.0000      0.0000
cite yr          0.1297        0.0147    8.833   0.0000      0.0000
cite yr          0.2986        0.0147   20.336   0.0000      0.0000
cite yr          0.2323        0.0148   15.721   0.0000      0.0000
cite yr          0.4436        0.0148   29.948   0.0000      0.0000
cite yr          0.3326        0.0149   22.258   0.0000      0.0000
cite yr          0.3645        0.0150   24.231   0.0000      0.0000
cite yr          0.3751        0.0152   24.709   0.0000      0.0000
cite yr          0.3789        0.0153   24.698   0.0000      0.0000
cite yr          0.4314        0.0155   27.833   0.0000      0.0000
cite yr          0.4443        0.0157   28.361   0.0000      0.0000
cite yr          0.5356        0.0158   33.853   0.0000      0.0000
cite yr          0.5606        0.0160   35.001   0.0000      0.0000
cite yr          0.8325        0.0162   51.417   0.0000      0.0000
cite yr          0.8435        0.0164   51.394   0.0000      0.0000
cite yr          0.8685        0.0166   52.205   0.0000      0.0000
cite yr          0.9167        0.0169   54.380   0.0000      0.0000
cite yr          0.9161        0.0171   53.556   0.0000      0.0000
birth yr         0.0479        0.0028   16.909   0.0000      0.0000
birth yr         0.1470        0.0047   31.161   0.0000      0.0000
birth yr         0.1931        0.0068   28.443   0.0000      0.0000
birth yr         0.0920        0.0088   10.458   0.0000      0.0000
birth yr        -0.1402        0.0154   -9.091   0.0000      0.0000
sub cat          1.0616        0.0100  106.449   0.0000      0.0000
sub cat          0.9266        0.0200   46.314   0.0000      0.0000
sub cat          0.3182        0.0071   45.034   0.0000      0.0000
sub cat         -0.1293        0.0071  -18.291   0.0000      0.0000
sub cat         -0.1617        0.0074  -21.930   0.0000      0.0000
nlPar1           0.0648        0.0006  104.603   0.0000      0.0000
nlPar1           0.1021        0.0007  148.495   0.0000      0.0000
nlPar1           0.0765        0.0010   72.934   0.0000      0.0000
nlPar1           0.0805        0.0005  153.840   0.0000      0.0000
nlPar1           0.0636        0.0005  120.470   0.0000      0.0000
nlPar1           0.0504        0.0005   93.257   0.0000      0.0000
nlPar2           0.4770        0.0052   92.432   0.0000      0.0000
nlPar2           0.3206        0.0037   85.541   0.0000      0.0000
nlPar2           0.1843        0.0043   42.782   0.0000      0.0000
nlPar2           0.5084        0.0036  141.819   0.0000      0.0000
nlPar2           0.6173        0.0048  129.877   0.0000      0.0000
nlPar2           0.5425        0.0047  115.989   0.0000      0.0000

Correlation matrix of the parameters
   1.000  -0.744  -0.777  -0.822  -0.843  -0.846  -0.852  -0.858  -0.860  -0.858  -0.857  -0.850  -0.846  -0.838  -0.831  -0.822  -0.812  -0.802  -0.792  -0.783  -0.772  -0.762  -0.751  -0.739  -0.728  -0.717  -0.043  -0.047  -0.044  -0.037  -0.015
  -0.235  -0.113  -0.337  -0.340  -0.323   0.299   0.035   0.025   0.041   0.038   0.040  -0.366  -0.018  -0.011  -0.039  -0.042  -0.040
  -0.744   1.000   0.696   0.734   0.752   0.754   0.760   0.766   0.768   0.767   0.767   0.762   0.760   0.754   0.749   0.742   0.734   0.727   0.719   0.712   0.704   0.696   0.687   0.677   0.669   0.659   0.001   0.000  -0.001  -0.001  -0.002
   0.002   0.001   0.002   0.002   0.002  -0.002   0.000   0.000  -0.001   0.000  -0.001   0.006   0.001   0.000   0.004   0.006   0.005
  -0.777   0.696   1.000   0.766   0.785   0.788   0.794   0.801   0.804   0.803   0.804   0.799   0.798   0.791   0.786   0.780   0.772   0.765   0.757   0.750   0.741   0.733   0.724   0.715   0.706   0.696  -0.010  -0.013  -0.015  -0.016  -0.013
   0.000   0.000   0.002   0.003   0.002   0.006   0.006   0.004   0.008   0.009   0.008   0.012   0.006   0.003   0.014   0.016   0.013
  -0.822   0.734   0.766   1.000   0.829   0.833   0.840   0.848   0.851   0.851   0.852   0.848   0.847   0.840   0.836   0.829   0.821   0.814   0.806   0.799   0.790   0.782   0.773   0.763   0.754   0.744  -0.023  -0.029  -0.031  -0.034  -0.026
   0.000  -0.001   0.003   0.004   0.002   0.015   0.014   0.009   0.020   0.021   0.019   0.020   0.011   0.005   0.023   0.025   0.022
  -0.843   0.752   0.785   0.829   1.000   0.855   0.863   0.871   0.875   0.875   0.877   0.873   0.872   0.866   0.862   0.855   0.848   0.840   0.833   0.826   0.817   0.810   0.800   0.791   0.781   0.771  -0.035  -0.043  -0.046  -0.049  -0.037
  -0.001  -0.002   0.003   0.005   0.003   0.024   0.021   0.013   0.030   0.032   0.029   0.025   0.015   0.007   0.029   0.031   0.028
  -0.846   0.754   0.788   0.833   0.855   1.000   0.870   0.880   0.885   0.886   0.889   0.886   0.886   0.881   0.877   0.872   0.865   0.858   0.851   0.845   0.837   0.830   0.821   0.812   0.804   0.794  -0.071  -0.077  -0.080  -0.083  -0.061
  -0.001  -0.003   0.005   0.007   0.004   0.046   0.040   0.026   0.057   0.059   0.055   0.029   0.018   0.009   0.032   0.035   0.032
  -0.852   0.760   0.794   0.840   0.863   0.870   1.000   0.892   0.898   0.900   0.904   0.901   0.903   0.898   0.895   0.890   0.884   0.878   0.872   0.866   0.859   0.853   0.844   0.836   0.828   0.819  -0.104  -0.109  -0.112  -0.115  -0.083
  -0.002  -0.004   0.005   0.007   0.004   0.068   0.059   0.038   0.083   0.085   0.080   0.032   0.021   0.011   0.035   0.037   0.036
  -0.858   0.766   0.801   0.848   0.871   0.880   0.892   1.000   0.911   0.914   0.919   0.918   0.920   0.916   0.913   0.909   0.904   0.899   0.893   0.888   0.881   0.875   0.868   0.860   0.852   0.843  -0.136  -0.140  -0.143  -0.146  -0.104
  -0.003  -0.005   0.005   0.008   0.004   0.089   0.077   0.049   0.108   0.109   0.104   0.034   0.022   0.012   0.037   0.039   0.038
  -0.860   0.768   0.804   0.851   0.875   0.885   0.898   0.911   1.000   0.923   0.929   0.928   0.931   0.928   0.926   0.922   0.918   0.913   0.908   0.903   0.897   0.892   0.885   0.877   0.870   0.861  -0.164  -0.167  -0.171  -0.173  -0.122
  -0.003  -0.006   0.005   0.008   0.004   0.107   0.093   0.059   0.130   0.132   0.126   0.036   0.024   0.014   0.037   0.040   0.039
  -0.858   0.767   0.803   0.851   0.875   0.886   0.900   0.914   0.923   1.000   0.933   0.933   0.937   0.934   0.933   0.930   0.926   0.922   0.918   0.913   0.908   0.903   0.896   0.889   0.882   0.874  -0.187  -0.190  -0.194  -0.196  -0.138
  -0.004  -0.007   0.006   0.009   0.004   0.124   0.107   0.067   0.149   0.151   0.144   0.037   0.025   0.015   0.038   0.041   0.040
  -0.857   0.767   0.804   0.852   0.877   0.889   0.904   0.919   0.929   0.933   1.000   0.942   0.947   0.945   0.944   0.942   0.939   0.936   0.932   0.929   0.924   0.920   0.913   0.907   0.900   0.893  -0.214  -0.223  -0.226  -0.227  -0.159
  -0.005  -0.008   0.005   0.008   0.004   0.147   0.127   0.080   0.176   0.178   0.171   0.037   0.025   0.016   0.037   0.041   0.041
  -0.850   0.762   0.799   0.848   0.873   0.886   0.901   0.918   0.928   0.933   0.942   1.000   0.950   0.949   0.949   0.948   0.946   0.944   0.941   0.938   0.933   0.930   0.924   0.919   0.913   0.906  -0.238  -0.254  -0.256  -0.257  -0.180
  -0.005  -0.009   0.006   0.009   0.004   0.169   0.147   0.093   0.203   0.204   0.196   0.038   0.025   0.016   0.036   0.040   0.040
  -0.846   0.760   0.798   0.847   0.872   0.886   0.903   0.920   0.931   0.937   0.947   0.950   1.000   0.957   0.958   0.957   0.956   0.954   0.952   0.950   0.946   0.943   0.938   0.933   0.927   0.921  -0.261  -0.284  -0.285  -0.286  -0.199
  -0.005  -0.009   0.005   0.008   0.004   0.190   0.166   0.104   0.227   0.229   0.220   0.038   0.025   0.017   0.035   0.039   0.040
  -0.838   0.754   0.791   0.840   0.866   0.881   0.898   0.916   0.928   0.934   0.945   0.949   0.957   1.000   0.959   0.959   0.959   0.958   0.956   0.954   0.951   0.949   0.944   0.939   0.935   0.929  -0.280  -0.309  -0.309  -0.310  -0.215
  -0.005  -0.010   0.006   0.009   0.004   0.208   0.182   0.114   0.249   0.249   0.241   0.038   0.025   0.017   0.034   0.038   0.040
  -0.831   0.749   0.786   0.836   0.862   0.877   0.895   0.913   0.926   0.933   0.944   0.949   0.958   0.959   1.000   0.962   0.962   0.962   0.960   0.959   0.957   0.955   0.951   0.947   0.943   0.937  -0.297  -0.332  -0.331  -0.332  -0.230
  -0.006  -0.010   0.006   0.009   0.004   0.224   0.196   0.124   0.268   0.269   0.259   0.038   0.025   0.018   0.033   0.038   0.039
  -0.822   0.742   0.780   0.829   0.855   0.872   0.890   0.909   0.922   0.930   0.942   0.948   0.957   0.959   0.962   1.000   0.965   0.966   0.965   0.964   0.962   0.962   0.958   0.954   0.951   0.946  -0.317  -0.358  -0.358  -0.358  -0.248
  -0.006  -0.011   0.006   0.009   0.005   0.244   0.213   0.135   0.291   0.291   0.282   0.037   0.025   0.018   0.032   0.037   0.038
  -0.812   0.734   0.772   0.821   0.848   0.865   0.884   0.904   0.918   0.926   0.939   0.946   0.956   0.959   0.962   0.965   1.000   0.968   0.968   0.968   0.967   0.967   0.964   0.961   0.958   0.954  -0.337  -0.382  -0.385  -0.384  -0.265
  -0.006  -0.011   0.006   0.009   0.005   0.263   0.230   0.145   0.314   0.314   0.304   0.037   0.026   0.018   0.031   0.035   0.037
  -0.802   0.727   0.765   0.814   0.840   0.858   0.878   0.899   0.913   0.922   0.936   0.944   0.954   0.958   0.962   0.966   0.968   1.000   0.971   0.972   0.971   0.972   0.969   0.967   0.964   0.961  -0.355  -0.405  -0.411  -0.408  -0.281
  -0.007  -0.012   0.005   0.009   0.005   0.281   0.246   0.156   0.335   0.335   0.324   0.036   0.026   0.019   0.030   0.034   0.037
  -0.792   0.719   0.757   0.806   0.833   0.851   0.872   0.893   0.908   0.918   0.932   0.941   0.952   0.956   0.960   0.965   0.968   0.971   1.000   0.974   0.974   0.975   0.973   0.971   0.969   0.966  -0.372  -0.425  -0.434  -0.429  -0.296
  -0.008  -0.012   0.005   0.008   0.005   0.297   0.261   0.165   0.354   0.354   0.343   0.036   0.026   0.019   0.029   0.033   0.036
  -0.783   0.712   0.750   0.799   0.826   0.845   0.866   0.888   0.903   0.913   0.929   0.938   0.950   0.954   0.959   0.964   0.968   0.972   0.974   1.000   0.976   0.978   0.977   0.975   0.973   0.971  -0.387  -0.443  -0.455  -0.449  -0.309
  -0.008  -0.013   0.005   0.008   0.004   0.312   0.274   0.174   0.371   0.372   0.360   0.035   0.026   0.019   0.029   0.032   0.035
  -0.772   0.704   0.741   0.790   0.817   0.837   0.859   0.881   0.897   0.908   0.924   0.933   0.946   0.951   0.957   0.962   0.967   0.971   0.974   0.976   1.000   0.979   0.979   0.978   0.977   0.974  -0.403  -0.462  -0.475  -0.471  -0.323
  -0.009  -0.013   0.004   0.007   0.004   0.328   0.287   0.182   0.390   0.390   0.378   0.034   0.027   0.020   0.028   0.031   0.034
  -0.762   0.696   0.733   0.782   0.810   0.830   0.853   0.875   0.892   0.903   0.920   0.930   0.943   0.949   0.955   0.962   0.967   0.972   0.975   0.978   0.979   1.000   0.983   0.982   0.981   0.980  -0.419  -0.482  -0.497  -0.494  -0.338
  -0.010  -0.014   0.003   0.007   0.003   0.344   0.301   0.191   0.408   0.408   0.396   0.033   0.027   0.020   0.028   0.031   0.034
  -0.751   0.687   0.724   0.773   0.800   0.821   0.844   0.868   0.885   0.896   0.913   0.924   0.938   0.944   0.951   0.958   0.964   0.969   0.973   0.977   0.979   0.983   1.000   0.983   0.983   0.982  -0.434  -0.499  -0.515  -0.515  -0.351
  -0.012  -0.015   0.003   0.006   0.003   0.358   0.313   0.199   0.425   0.425   0.412   0.032   0.030   0.021   0.029   0.031   0.034
  -0.739   0.677   0.715   0.763   0.791   0.812   0.836   0.860   0.877   0.889   0.907   0.919   0.933   0.939   0.947   0.954   0.961   0.967   0.971   0.975   0.978   0.982   0.983   1.000   0.984   0.983  -0.447  -0.516  -0.532  -0.534  -0.363
  -0.013  -0.015   0.002   0.006   0.002   0.372   0.324   0.207   0.441   0.440   0.427   0.031   0.031   0.021   0.028   0.030   0.033
  -0.728   0.669   0.706   0.754   0.781   0.804   0.828   0.852   0.870   0.882   0.900   0.913   0.927   0.935   0.943   0.951   0.958   0.964   0.969   0.973   0.977   0.981   0.983   0.984   1.000   0.984  -0.460  -0.531  -0.548  -0.552  -0.374
  -0.012  -0.016   0.002   0.006   0.002   0.384   0.336   0.214   0.455   0.455   0.442   0.031   0.030   0.022   0.028   0.030   0.032
  -0.717   0.659   0.696   0.744   0.771   0.794   0.819   0.843   0.861   0.874   0.893   0.906   0.921   0.929   0.937   0.946   0.954   0.961   0.966   0.971   0.974   0.980   0.982   0.983   0.984   1.000  -0.473  -0.547  -0.564  -0.569  -0.402
  -0.010  -0.015   0.001   0.005   0.002   0.397   0.350   0.222   0.470   0.469   0.456   0.030   0.027   0.021   0.028   0.029   0.032
  -0.043   0.001  -0.010  -0.023  -0.035  -0.071  -0.104  -0.136  -0.164  -0.187  -0.214  -0.238  -0.261  -0.280  -0.297  -0.317  -0.337  -0.355  -0.372  -0.387  -0.403  -0.419  -0.434  -0.447  -0.460  -0.473   1.000   0.844   0.828   0.805   0.539
   0.009  -0.005   0.005   0.005   0.001  -0.561  -0.491  -0.332  -0.653  -0.650  -0.639   0.006   0.000   0.009   0.021   0.018   0.014
  -0.047   0.000  -0.013  -0.029  -0.043  -0.077  -0.109  -0.140  -0.167  -0.190  -0.223  -0.254  -0.284  -0.309  -0.332  -0.358  -0.382  -0.405  -0.425  -0.443  -0.462  -0.482  -0.499  -0.516  -0.531  -0.547   0.844   1.000   0.941   0.924   0.622
   0.001  -0.001  -0.004  -0.001  -0.002  -0.663  -0.592  -0.390  -0.782  -0.775  -0.760   0.004   0.003   0.001   0.030   0.024   0.016
  -0.044  -0.001  -0.015  -0.031  -0.046  -0.080  -0.112  -0.143  -0.171  -0.194  -0.226  -0.256  -0.285  -0.309  -0.331  -0.358  -0.385  -0.411  -0.434  -0.455  -0.475  -0.497  -0.515  -0.532  -0.548  -0.564   0.828   0.941   1.000   0.952   0.643
   0.004   0.012  -0.011  -0.007  -0.006  -0.682  -0.611  -0.392  -0.814  -0.805  -0.786  -0.002  -0.011  -0.015   0.024   0.020   0.010
  -0.037  -0.001  -0.016  -0.034  -0.049  -0.083  -0.115  -0.146  -0.173  -0.196  -0.227  -0.257  -0.286  -0.310  -0.332  -0.358  -0.384  -0.408  -0.429  -0.449  -0.471  -0.494  -0.515  -0.534  -0.552  -0.569   0.805   0.924   0.952   1.000   0.648
   0.019   0.024  -0.002  -0.003  -0.001  -0.677  -0.596  -0.379  -0.803  -0.797  -0.776  -0.010  -0.034  -0.029  -0.012  -0.006  -0.011
  -0.015  -0.002  -0.013  -0.026  -0.037  -0.061  -0.083  -0.104  -0.122  -0.138  -0.159  -0.180  -0.199  -0.215  -0.230  -0.248  -0.265  -0.281  -0.296  -0.309  -0.323  -0.338  -0.351  -0.363  -0.374  -0.402   0.539   0.622   0.643   0.648   1.000
   0.016   0.014   0.005   0.001   0.000  -0.452  -0.397  -0.256  -0.531  -0.530  -0.518  -0.024  -0.042  -0.020  -0.049  -0.044  -0.032
  -0.235   0.002   0.000   0.000  -0.001  -0.001  -0.002  -0.003  -0.003  -0.004  -0.005  -0.005  -0.005  -0.005  -0.006  -0.006  -0.006  -0.007  -0.008  -0.008  -0.009  -0.010  -0.012  -0.013  -0.012  -0.010   0.009   0.001   0.004   0.019   0.016
   1.000   0.180   0.513   0.512   0.491  -0.410   0.591  -0.007  -0.011  -0.011  -0.011   0.508  -0.754   0.002  -0.002  -0.003  -0.001
  -0.113   0.001   0.000  -0.001  -0.002  -0.003  -0.004  -0.005  -0.006  -0.007  -0.008  -0.009  -0.009  -0.010  -0.010  -0.011  -0.011  -0.012  -0.012  -0.013  -0.013  -0.014  -0.015  -0.015  -0.016  -0.015  -0.005  -0.001   0.012   0.024   0.014
   0.180   1.000   0.257   0.256   0.246  -0.213  -0.014   0.853  -0.016  -0.015  -0.014   0.256   0.007  -0.939   0.000  -0.001   0.001
  -0.337   0.002   0.002   0.003   0.003   0.005   0.005   0.005   0.005   0.006   0.005   0.006   0.005   0.006   0.006   0.006   0.006   0.005   0.005   0.005   0.004   0.003   0.003   0.002   0.002   0.001   0.005  -0.004  -0.011  -0.002   0.005
   0.513   0.257   1.000   0.720   0.689  -0.562   0.004   0.003   0.277   0.003   0.002   0.713  -0.004  -0.003  -0.438  -0.003  -0.002
  -0.340   0.002   0.003   0.004   0.005   0.007   0.007   0.008   0.008   0.009   0.008   0.009   0.008   0.009   0.009   0.009   0.009   0.009   0.008   0.008   0.007   0.007   0.006   0.006   0.006   0.005   0.005  -0.001  -0.007  -0.003   0.001
   0.512   0.256   0.720   1.000   0.689  -0.562   0.004   0.003   0.003   0.278   0.002   0.713  -0.004  -0.003  -0.002  -0.404  -0.001
  -0.323   0.002   0.002   0.002   0.003   0.004   0.004   0.004   0.004   0.004   0.004   0.004   0.004   0.004   0.004   0.005   0.005   0.005   0.005   0.004   0.004   0.003   0.003   0.002   0.002   0.002   0.001  -0.002  -0.006  -0.001   0.000
   0.491   0.246   0.689   0.689   1.000  -0.539   0.003   0.003   0.002   0.002   0.324   0.683  -0.004  -0.003  -0.003  -0.002  -0.464
   0.299  -0.002   0.006   0.015   0.024   0.046   0.068   0.089   0.107   0.124   0.147   0.169   0.190   0.208   0.224   0.244   0.263   0.281   0.297   0.312   0.328   0.344   0.358   0.372   0.384   0.397  -0.561  -0.663  -0.682  -0.677  -0.452
  -0.410  -0.213  -0.562  -0.562  -0.539   1.000   0.426   0.272   0.572   0.568   0.554  -0.526   0.016   0.016  -0.008  -0.009  -0.003
   0.035   0.000   0.006   0.014   0.021   0.040   0.059   0.077   0.093   0.107   0.127   0.147   0.166   0.182   0.196   0.213   0.230   0.246   0.261   0.274   0.287   0.301   0.313   0.324   0.336   0.350  -0.491  -0.592  -0.611  -0.596  -0.397
   0.591  -0.014   0.004   0.004   0.003   0.426   1.000   0.240   0.507   0.503   0.491   0.003  -0.665   0.016  -0.007  -0.010  -0.004
   0.025   0.000   0.004   0.009   0.013   0.026   0.038   0.049   0.059   0.067   0.080   0.093   0.104   0.114   0.124   0.135   0.145   0.156   0.165   0.174   0.182   0.191   0.199   0.207   0.214   0.222  -0.332  -0.390  -0.392  -0.379  -0.256
  -0.007   0.853   0.003   0.003   0.003   0.272   0.240   1.000   0.324   0.322   0.314   0.005   0.016  -0.863  -0.004  -0.006  -0.001
   0.041  -0.001   0.008   0.020   0.030   0.057   0.083   0.108   0.130   0.149   0.176   0.203   0.227   0.249   0.268   0.291   0.314   0.335   0.354   0.371   0.390   0.408   0.425   0.441   0.455   0.470  -0.653  -0.782  -0.814  -0.803  -0.531
  -0.011  -0.016   0.277   0.003   0.002   0.572   0.507   0.324   1.000   0.674   0.657   0.002   0.018   0.018  -0.407  -0.012  -0.004
   0.038   0.000   0.009   0.021   0.032   0.059   0.085   0.109   0.132   0.151   0.178   0.204   0.229   0.249   0.269   0.291   0.314   0.335   0.354   0.372   0.390   0.408   0.425   0.440   0.455   0.469  -0.650  -0.775  -0.805  -0.797  -0.530
  -0.011  -0.015   0.003   0.278   0.002   0.568   0.503   0.322   0.674   1.000   0.651   0.002   0.017   0.017  -0.010  -0.379  -0.004
   0.040  -0.001   0.008   0.019   0.029   0.055   0.080   0.104   0.126   0.144   0.171   0.196   0.220   0.241   0.259   0.282   0.304   0.324   0.343   0.360   0.378   0.396   0.412   0.427   0.442   0.456  -0.639  -0.760  -0.786  -0.776  -0.518
  -0.011  -0.014   0.002   0.002   0.324   0.554   0.491   0.314   0.657   0.651   1.000   0.001   0.016   0.016  -0.011  -0.012  -0.416
  -0.366   0.006   0.012   0.020   0.025   0.029   0.032   0.034   0.036   0.037   0.037   0.038   0.038   0.038   0.038   0.037   0.037   0.036   0.036   0.035   0.034   0.033   0.032   0.031   0.031   0.030   0.006   0.004  -0.002  -0.010  -0.024
   0.508   0.256   0.713   0.713   0.683  -0.526   0.003   0.005   0.002   0.002   0.001   1.000  -0.005  -0.005   0.005   0.006   0.004
  -0.018   0.001   0.006   0.011   0.015   0.018   0.021   0.022   0.024   0.025   0.025   0.025   0.025   0.025   0.025   0.025   0.026   0.026   0.026   0.026   0.027   0.027   0.030   0.031   0.030   0.027   0.000   0.003  -0.011  -0.034  -0.042
  -0.754   0.007  -0.004  -0.004  -0.004   0.016  -0.665   0.016   0.018   0.017   0.016  -0.005   1.000  -0.010   0.002   0.005   0.001
  -0.011   0.000   0.003   0.005   0.007   0.009   0.011   0.012   0.014   0.015   0.016   0.016   0.017   0.017   0.018   0.018   0.018   0.019   0.019   0.019   0.020   0.020   0.021   0.021   0.022   0.021   0.009   0.001  -0.015  -0.029  -0.020
   0.002  -0.939  -0.003  -0.003  -0.003   0.016   0.016  -0.863   0.018   0.017   0.016  -0.005  -0.010   1.000  -0.001   0.001  -0.001
  -0.039   0.004   0.014   0.023   0.029   0.032   0.035   0.037   0.037   0.038   0.037   0.036   0.035   0.034   0.033   0.032   0.031   0.030   0.029   0.029   0.028   0.028   0.029   0.028   0.028   0.028   0.021   0.030   0.024  -0.012  -0.049
  -0.002   0.000  -0.438  -0.002  -0.003  -0.008  -0.007  -0.004  -0.407  -0.010  -0.011   0.005   0.002  -0.001   1.000   0.017   0.012
  -0.042   0.006   0.016   0.025   0.031   0.035   0.037   0.039   0.040   0.041   0.041   0.040   0.039   0.038   0.038   0.037   0.035   0.034   0.033   0.032   0.031   0.031   0.031   0.030   0.030   0.029   0.018   0.024   0.020  -0.006  -0.044
  -0.003  -0.001  -0.003  -0.404  -0.002  -0.009  -0.010  -0.006  -0.012  -0.379  -0.012   0.006   0.005   0.001   0.017   1.000   0.012
  -0.040   0.005   0.013   0.022   0.028   0.032   0.036   0.038   0.039   0.040   0.041   0.040   0.040   0.040   0.039   0.038   0.037   0.037   0.036   0.035   0.034   0.034   0.034   0.033   0.032   0.032   0.014   0.016   0.010  -0.011  -0.032
  -0.001   0.001  -0.002  -0.001  -0.464  -0.003  -0.004  -0.001  -0.004  -0.004  -0.416   0.004   0.001  -0.001   0.012   0.012   1.000

Number of iterations    1547
Minutes to convergence   482.17240
Average prediction error by age

  1.00000000  -0.07047255 
  2.00000000   0.02687240 
  3.00000000   0.05411046 
  4.00000000   0.05643778 
  5.00000000   0.03755517 
  6.00000000   0.01105654 
  7.00000000  -0.01522006 
  8.00000000  -0.02853840 
  9.00000000  -0.03452624 
 10.00000000  -0.03665091 
 11.00000000  -0.03530080 
 12.00000000  -0.02765336 
 13.00000000  -0.02257360 
 14.00000000  -0.01511585 
 15.00000000  -0.01051230 
 16.00000000  -0.00277858 
 17.00000000   0.00598895 
 18.00000000   0.00958816 
 19.00000000   0.01682918 
 20.00000000   0.02442252 
 21.00000000   0.02662104 
 22.00000000   0.03012193 
 23.00000000   0.03747103 
 24.00000000   0.04238551 
 25.00000000   0.04809997 
 26.00000000   0.04685911 
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        4.4517212        7.5879238 Manufact 
Computer        4.4320679        7.3229703 Electric 
   Drugs         6.656311         8.188138 Computer 
Electric        3.9151001        7.2843874 Chemical 
Manufact        3.8399048        7.4205829    Other 
   Other        4.5422974        7.7290451    Drugs 

Elapsed time during program run: 8 hours  9 minutes  30.63 seconds
