Table 1.
Simulated SMSE when p = 4 and intercept = −1.
n | ρ | PMRT | PLE | PRRE | PMLE |
---|---|---|---|---|---|
50 | 0.8 | 0.2371 | 0.2569 | 0.2592 | 0.3089 |
0.9 | 0.2779 | 0.3327 | 0.3301 | 0.4295 | |
0.95 | 0.3743 | 0.4891 | 0.4800 | 0.6925 | |
0.99 | 1.0248 | 1.5114 | 1.4882 | 2.7803 | |
0.999 | 9.4429 | 14.1059 | 13.8943 | 26.9726 | |
75 | 0.8 | 0.1533 | 0.1771 | 0.1742 | 0.2087 |
0.9 | 0.2049 | 0.2454 | 0.2418 | 0.2966 | |
0.95 | 0.2820 | 0.3550 | 0.3501 | 0.4557 | |
0.99 | 0.7060 | 1.0551 | 1.0286 | 1.7619 | |
0.999 | 5.6564 | 8.4838 | 8.4305 | 16.0243 | |
100 | 0.8 | 0.1621 | 0.1653 | 0.1672 | 0.1800 |
0.9 | 0.2105 | 0.2270 | 0.2271 | 0.2575 | |
0.95 | 0.2896 | 0.3392 | 0.3371 | 04106 | |
0.99 | 0.7561 | 1.0984 | 1.0568 | 1.6915 | |
0.999 | 5.5141 | 8.3621 | 8.1781 | 15.5668 | |
200 | 0.8 | 0.0434 | 0.0425 | 0.0431 | 0.0436 |
0.9 | 0.0532 | 0.0547 | 0.0546 | 0.0569 | |
0.95 | 0.0757 | 0.0810 | 0.0801 | 0.0860 | |
0.99 | 0.2348 | 0.2753 | 0.2740 | 0.3261 | |
0.999 | 1.1208 | 1.6990 | 1.6528 | 2.9956 |