Table 4.
Simulated SMSE when p = 7 and intercept = −1.
n | ρ | PMRT | PLE | PRRE | PMLE |
---|---|---|---|---|---|
50 | 0.8 | 0.3294 | 0.3804 | 0.3769 | 0.4637 |
0.9 | 0.4089 | 0.5015 | 0.4940 | 0.6461 | |
0.95 | 0.5827 | 0.7687 | 0.7555 | 1.0860 | |
0.99 | 1.9069 | 2.7232 | 2.7199 | 4.6936 | |
0.999 | 18.3393 | 26.1740 | 26.1958 | 46.0358 | |
75 | 0.8 | 0.1831 | 0.2080 | 0.2039 | 0.2360 |
0.9 | 0.2379 | 0.2777 | 0.2733 | 0.3244 | |
0.95 | 0.3475 | 0.4231 | 0.4178 | 0.5243 | |
0.99 | 0.9523 | 1.3495 | 1.3345 | 2.1762 | |
0.999 | 8.2666 | 11.7522 | 11.7935 | 20.7648 | |
100 | 0.8 | 0.0788 | 0.0789 | 0.0793 | 0.0807 |
0.9 | 0.0933 | 0.0940 | 0.0946 | 0.0981 | |
0.95 | 0.1253 | 0.1353 | 0.1330 | 0.1449 | |
0.99 | 0.3494 | 0.4383 | 0.4287 | 0.5536 | |
0.999 | 2.0836 | 2.9960 | 2.9699 | 5.1593 | |
200 | 0.8 | 0.0530 | 0.0535 | 0.0536 | 0.0548 |
0.9 | 0.0643 | 0.0659 | 0.0658 | 0.0681 | |
0.95 | 0.0904 | 0.0985 | 0.0963 | 0.1040 | |
0.99 | 0.2983 | 0.3456 | 0.3442 | 0.4065 | |
0.999 | 1.5766 | 2.2399 | 2.2197 | 3.7609 |