Table 6.
Simulated SMSE when p = 7 and intercept = 1.
n | ρ | PMRT | PLE | PRRE | PMLE |
---|---|---|---|---|---|
50 | 0.8 | 0.0524 | 0.0529 | 0.0529 | 0.0536 |
0.9 | 0.0769 | 0.0787 | 0.0787 | 0.0807 | |
0.95 | 0.1272 | 0.1330 | 0.1329 | 0.1395 | |
0.99 | 0.4119 | 0.4963 | 0.4935 | 0.6117 | |
0.999 | 2.3644 | 3.3598 | 3.3722 | 5.8804 | |
75 | 0.8 | 0.0311 | 0.0313 | 0.0313 | 0.0315 |
0.9 | 0.0415 | 0.0420 | 0.0420 | 0.0426 | |
0.95 | 0.0670 | 0.0687 | 0.0687 | 0.0704 | |
0.99 | 0.2380 | 0.2641 | 0.2635 | 0.2947 | |
0.999 | 1.1712 | 1.6782 | 1.6561 | 2.7591 | |
100 | 0.8 | 0.010908 | 0.010911 | 0.010911 | 0.010922 |
0.9 | 0.013103 | 0.013129 | 0.013129 | 0.013160 | |
0.95 | 0.019258 | 0.019343 | 0.019343 | 0.019435 | |
0.99 | 0.072319 | 0.074162 | 0.074152 | 0.076084 | |
0.999 | 0.464532 | 0.571076 | 0.565579 | 0.715018 | |
200 | 0.8 | 0.007382 | 0.007386 | 0.007386 | 0.007393 |
0.9 | 0.009120 | 0.009136 | 0.009137 | 0.009154 | |
0.95 | 0.013730 | 0.013785 | 0.013785 | 0.013842 | |
0.99 | 0.053231 | 0.054346 | 0.054341 | 0.055501 | |
0.999 | 0.358218 | 0.423967 | 0.421192 | 0.510032 |