Table 1.
Design I: | |||||||
---|---|---|---|---|---|---|---|
Model | Parameter | MMLE | mMLE | ESD | Mean Std error | RMSE | Coverage |
M1 | (1.75) | 1.212 | 1.214 | 0.228 | 0.218 | 0.584 | 0.464 |
(0.6) | 0.592 | 0.593 | 0.046 | 0.045 | 0.047 | 0.934 | |
(2.5) | 2.365 | 2.315 | 0.328 | 0.308 | 0.355 | 0.887 | |
(0.1) | 0.119 | 0.118 | 0.012 | 0.012 | 0.023 | 0.700 | |
(0.1) | 0.409 | 0.405 | 0.214 | 0.220 | 0.376 | 0.711 | |
(0.1) | −0.034 | −0.030 | 0.233 | 0.221 | 0.268 | 0.902 | |
(0.05) | 0.065 | 0.065 | 0.002 | 0.002 | 0.015 | 0.000 | |
(0.2) | 0.296 | 0.296 | 0.047 | 0.045 | 0.107 | 0.449 | |
(0.25) | 0.161 | 0.159 | 0.047 | 0.046 | 0.101 | 0.484 | |
M2 | (1.75) | 1.284 | 1.308 | 0.232 | 0.243 | 0.520 | 0.741 |
(0.6) | 0.625 | 0.635 | 0.060 | 0.065 | 0.065 | 0.845 | |
(2.5) | 2.199 | 2.106 | 0.412 | 0.402 | 0.510 | 0.689 | |
(0.1) | 0.119 | 0.118 | 0.012 | 0.013 | 0.023 | 0.715 | |
(0.1) | 0.411 | 0.406 | 0.215 | 0.223 | 0.378 | 0.717 | |
(0.1) | −0.011 | −0.001 | 0.225 | 0.225 | 0.251 | 0.928 | |
(0.05) | 0.066 | 0.067 | 0.003 | 0.003 | 0.017 | 0.004 | |
(0.2) | 0.308 | 0.309 | 0.046 | 0.047 | 0.117 | 0.352 | |
(0.25) | 0.155 | 0.152 | 0.044 | 0.045 | 0.105 | 0.412 | |
(6.5) | 0.453 | 0.001 | 0.652 | 0.549 | 6.082 | 0.846 | |
M3 | (1.75) | 1.406 | 1.323 | 0.745 | 0.721 | 0.820 | 0.978 |
(0.6) | 0.543 | 0.546 | 0.127 | 0.122 | 0.139 | 0.966 | |
(2.5) | 4.082 | 2.992 | 7.019 | 3.070 | 7.192 | 0.970 | |
(0.1) | 0.099 | 0.099 | 0.028 | 0.024 | 0.028 | 0.913 | |
(0.1) | 0.121 | 0.134 | 0.340 | 0.339 | 0.340 | 0.959 | |
(0.1) | 0.089 | 0.103 | 0.354 | 0.326 | 0.354 | 0.950 | |
(0.05) | 0.048 | 0.049 | 0.009 | 0.009 | 0.010 | 0.948 | |
(0.2) | 0.187 | 0.198 | 0.089 | 0.089 | 0.090 | 0.954 | |
(0.25) | 0.262 | 0.251 | 0.087 | 0.085 | 0.087 | 0.949 | |
(10) | 13.060 | 9.072 | 12.247 | 10.379 | 12.618 | 0.847 | |
(6.5) | 7.010 | 7.134 | 1.839 | 1.727 | 1.908 | 0.853 | |
M4 | (1.75) | 1.367 | 1.274 | 0.733 | 0.686 | 0.826 | 0.920 |
(0.6) | 0.540 | 0.546 | 0.122 | 0.117 | 0.136 | 0.968 | |
(2.5) | 3.992 | 2.978 | 6.479 | 2.694 | 6.645 | 0.960 | |
(0.1) | 0.100 | 0.100 | 0.028 | 0.023 | 0.028 | 0.895 | |
(0.1) | 0.139 | 0.151 | 0.341 | 0.328 | 0.343 | 0.938 | |
(0.1) | 0.082 | 0.092 | 0.350 | 0.317 | 0.350 | 0.945 | |
(0.05) | 0.049 | 0.049 | 0.010 | 0.008 | 0.010 | 0.859 | |
(0.2) | 0.194 | 0.203 | 0.092 | 0.086 | 0.093 | 0.904 | |
(0.25) | 0.257 | 0.248 | 0.089 | 0.082 | 0.089 | 0.907 | |
(6.5) | 6.709 | 7.137 | 2.470 | – | 2.477 | – |