Table 2. Mean square errors of TPSC and MIGRATE.
True values |
MSE |
|||||||
---|---|---|---|---|---|---|---|---|
Parameter | ΘT | MT | Mean |
Median |
Mode |
|||
T | M | T | M | T | M | |||
Θ1 | 0.001 | 10 | 3.034 | 1.258 | 2.094 | 0.860 | 0.972 | 0.542 |
100 | 3.033 | 1.814 | 2.141 | 1.244 | 1.095 | 0.639 | ||
1000 | 4.531 | 4.078 | 2.981 | 2.630 | 1.476 | 1.585 | ||
0.01 | 10 | 0.609 | 0.312 | 0.463 | 0.245 | 0.301 | 0.158 | |
100 | 0.714 | 0.440 | 0.461 | 0.289 | 0.196 | 0.178 | ||
1000 | 4.451 | 4.256 | 2.110 | 2.260 | 0.223 | 0.440 | ||
0.1 | 10 | 0.154 | 0.128 | 0.114 | 0.104 | 0.083 | 0.072 | |
100 | 3.352 | 2.935 | 1.928 | 1.838 | 2.516 | 2.354 | ||
1000 | 4.164 | 6.259 | 0.835 | 4.966 | 0.111 | 4.903 | ||
Θ2 | 0.001 | 10 | 3.947 | 1.591 | 2.875 | 1.091 | 1.472 | 0.596 |
100 | 3.153 | 2.146 | 2.289 | 1.610 | 1.172 | 0.917 | ||
1000 | 4.539 | 3.823 | 3.127 | 2.657 | 2.053 | 1.631 | ||
0.01 | 10 | 0.411 | 0.269 | 0.310 | 0.220 | 0.211 | 0.161 | |
100 | 1.029 | 0.709 | 0.728 | 0.469 | 0.292 | 0.254 | ||
1000 | 4.180 | 4.116 | 2.054 | 2.256 | 1.070 | 1.494 | ||
0.1 | 10 | 0.151 | 0.121 | 0.111 | 0.095 | 0.084 | 0.074 | |
100 | 2.227 | 1.832 | 1.046 | 0.937 | 0.146 | 0.195 | ||
1000 | 4.281 | 6.160 | 0.941 | 4.733 | 0.088 | 3.201 | ||
M2→1 | 0.001 | 10 | 3.454 | 8.819 | 2.757 | 7.998 | 1.730 | 11.001 |
100 | 7.346 | 7.458 | 6.170 | 6.298 | 7.616 | 8.502 | ||
1000 | 10.089 | 11.410 | 8.751 | 10.786 | 11.034 | 17.790 | ||
0.01 | 10 | 5.244 | 5.259 | 3.787 | 3.920 | 3.260 | 2.268 | |
100 | 4.794 | 4.607 | 3.491 | 3.574 | 2.159 | 3.124 | ||
1000 | 12.180 | 12.759 | 10.732 | 11.660 | 7.941 | 9.279 | ||
0.1 | 10 | 4.086 | 3.207 | 3.051 | 2.287 | 1.881 | 1.211 | |
100 | 10.492 | 11.636 | 8.986 | 10.507 | 13.187 | 12.015 | ||
1000 | 14.950 | 6.581 | 14.484 | 6.145 | 14.305 | 6.827 | ||
M1→2 | 0.001 | 10 | 4.082 | 8.313 | 3.398 | 7.295 | 2.997 | 8.058 |
100 | 6.473 | 8.478 | 5.247 | 7.554 | 6.590 | 13.072 | ||
1000 | 9.942 | 10.835 | 8.650 | 9.865 | 8.616 | 11.703 | ||
0.01 | 10 | 4.510 | 5.918 | 3.232 | 4.753 | 1.697 | 4.584 | |
100 | 4.832 | 5.295 | 3.790 | 4.101 | 3.540 | 2.746 | ||
1000 | 12.708 | 12.476 | 11.385 | 11.398 | 9.535 | 10.421 | ||
0.1 | 10 | 2.919 | 4.100 | 2.024 | 3.122 | 1.095 | 2.005 | |
100 | 11.357 | 10.410 | 10.106 | 9.300 | 15.358 | 9.477 | ||
1000 | 14.937 | 6.621 | 14.458 | 6.673 | 11.943 | 4.296 |
For each ΘT, MT pair, 100 simulations were performed.