Model I II III IV V VI
Criteria Unadj. No.logit Logit.sex Logit.age Logit.smoke Logit.health
Gammalog RMSE 1.94592 1.66299 1.65933 1.66505 1.66080 1.65389
MAE 1.55227 1.31218 1.30954 1.31316 1.31100 1.30577
Normal RMSE 1.59843 1.59847 1.59831 1.59829 1.59861 1.59852
MAE 1.26593 1.26589 1.26593 1.26565 1.26593 1.26593
Gamma RMSE 12905.3 12922.5 12933.1 12918.6 12920.8 12887.3
MAE 5339.97 5407.44 5391.06 5363.73 5397.26 5439.88
Lognormal RMSE 12927.9 12923.4 12920.9 12921.4 12923.3 12923.3
MAE 5684.49 5627.46 5684.49 5614.66 5626.81 5628.08
Poisson RMSE 12.99710 13.0504 12.9978 12.9979 12.9979 12.9979
MAE 6.30351 6.38090 6.24280 6.24283 6.24286 6.24282
Neg. bin. RMSE 12.99711 13.0134 13.0127 13.0156 13.0170 13.0165
MAE 6.30358 6.32468 6.32410 6.32957 6.32877 6.33022