Table 5.
Simulated SMSE when p = 7 and intercept = 0.
n | ρ | PMRT | PLE | PRRE | PMLE |
---|---|---|---|---|---|
50 | 0.8 | 0.1299 | 0.1405 | 0.1401 | 0.1521 |
0.9 | 0.1792 | 0.1988 | 0.1984 | 0.2221 | |
0.95 | 0.2729 | 0.3194 | 0.3186 | 0.3813 | |
0.99 | 0.7817 | 1.0797 | 1.0797 | 1.7025 | |
0.999 | 6.6939 | 9.3978 | 9.4980 | 16.5277 | |
75 | 0.8 | 0.0808 | 0.0842 | 0.0840 | 0.0876 |
0.9 | 0.1060 | 0.1121 | 0.1120 | 0.1186 | |
0.95 | 0.1604 | 0.1753 | 0.1749 | 0.1921 | |
0.99 | 0.4491 | 0.5846 | 0.5822 | 0.8096 | |
0.999 | 2.9545 | 4.1938 | 4.2278 | 7.4702 | |
100 | 0.8 | 0.0288 | 0.0293 | 0.0292 | 0.0297 |
0.9 | 0.0342 | 0.0347 | 0.0347 | 0.0353 | |
0.95 | 0.0506 | 0.0518 | 0.0517 | 0.0530 | |
0.99 | 0.1721 | 0.1890 | 0.1885 | 0.2079 | |
0.999 | 0.8516 | 1.1919 | 1.1898 | 1.9389 | |
200 | 0.8 | 0.0199 | 0.0202 | 0.0202 | 0.0204 |
0.9 | 0.0243 | 0.0246 | 0.0246 | 0.0249 | |
0.95 | 0.0363 | 0.0370 | 0.0369 | 0.0377 | |
0.99 | 0.1267 | 0.1365 | 0.1362 | 0.1472 | |
0.999 | 0.6563 | 0.8957 | 0.8932 | 1.3862 |