Model I II III IV V VI
Criteria Unadj. No.logit Logit.sex Logit.age Logit.smoke Logit.health
Gammalog RMSE 1.94611 1.66337 1.65932 1.66721 1.66066 1.65745
MAE 1.54705 1.30200 1.29880 1.30443 1.30047 1.29746
Normal RMSE 1.60605 1.60633 1.60606 1.60586 1.60650 1.60637
MAE 1.26088 1.26105 1.26088 1.26057 1.26117 1.26109
Gamma RMSE 13415.1 13421.0 13427.7 13421.9 13421.6 13431.5
MAE 5336.41 5385.68 5367.97 5351.56 5380.26 5441.96
Lognormal RMSE 13445.8 13439.6 13436.8 13437.3 13439.9 13439.8
MAE 5676.81 5621.45 5676.81 5610.13 5621.89 5622.24
Poisson RMSE 11.8415 11.9033 11.8386 11.8386 11.8385 11.8386
MAE 6.05976 6.13997 5.99765 5.99754 5.99779 5.99757
Neg. bin. RMSE 11.8413 11.8573 11.8588 11.8620 11.8610 11.8628
MAE 6.05944 6.08480 6.08671 6.09231 6.09063 6.09272