****************************************************** Poisson Latent Heterogeneity model, SML estimation, MEPS 1996 full data set MLE Estimation Results BFGS convergence: Max. iters. exceeded Average Log-L: -2.171826 Observations: 4564 estimate st. err t-stat p-value constant -1.592 0.146 -10.892 0.000 pub. ins. 1.189 0.068 17.425 0.000 priv. ins. 0.655 0.065 10.124 0.000 sex 0.615 0.044 13.888 0.000 age 0.018 0.002 10.865 0.000 edu 0.024 0.010 2.523 0.012 inc -0.000 0.000 -0.531 0.596 lnalpha 0.203 0.014 14.036 0.000 Information Criteria CAIC : 19899.8396 Avg. CAIC: 4.3602 BIC : 19891.8396 Avg. BIC: 4.3584 AIC : 19840.4320 Avg. AIC: 4.3472 ****************************************************** octave:3>