Sce | n | GLM | CBPS1 | CBPS2 | TRUE | ||||||||
Bias | SD | MSE | Bias | SD | MSE | Bias | SD | MSE | Bias | SD | MSE | ||
(1) | 200 | 0.0040 | 0.5336 | 0.2845 | 0.0104 | 0.4931 | 0.2430 | 0.0134 | 0.5014 | 0.2513 | 0.0132 | 0.5012 | 0.2511 |
500 | 0.0081 | 0.3197 | 0.1022 | −0.0059 | 0.3162 | 0.0999 | 0.0060 | 0.3119 | 0.0972 | −0.0133 | 0.3181 | 0.1013 | |
(2) | 200 | 0.0016 | 0.5623 | 0.3158 | 0.0423 | 0.5595 | 0.3145 | 0.0500 | 0.5361 | 0.2896 | −0.0169 | 0.6446 | 0.4154 |
500 | 0.0100 | 0.3497 | 0.1227 | 0.0390 | 0.3433 | 0.1193 | 0.0258 | 0.3438 | 0.1188 | 0.0066 | 0.4190 | 0.1754 | |
(3) | 200 | 0.0012 | 0.5167 | 0.2667 | 0.0094 | 0.4886 | 0.2386 | 0.0103 | 0.4931 | 0.2430 | −0.0166 | 0.5110 | 0.2612 |
500 | −0.0118 | 0.3118 | 0.0973 | 0.0106 | 0.3106 | 0.0965 | −0.0149 | 0.3074 | 0.0946 | 0.0122 | 0.3158 | 0.0998 | |
(4) | 200 | −0.0084 | 0.5694 | 0.3239 | 0.0584 | 0.5597 | 0.3163 | 0.0385 | 0.5568 | 0.3112 | 0.0182 | 0.6418 | 0.4119 |
500 | −0.0104 | 0.3553 | 0.1262 | 0.0352 | 0.3472 | 0.1217 | 0.0553 | 0.3483 | 0.1243 | −0.0130 | 0.4003 | 0.1602 |