Table 3.
Simulated SMSE when p = 4 and intercept = 1.
n | ρ | PMRT | PLE | PRRE | PMLE |
---|---|---|---|---|---|
50 | 0.8 | 0.0380 | 0.0384 | 0.0385 | 0.0389 |
0.9 | 0.0507 | 0.0520 | 0.0520 | 0.0534 | |
0.95 | 0.0768 | 0.0808 | 0.0808 | 0.0852 | |
0.99 | 0.2251 | 0.2800 | 0.2768 | 0.3548 | |
0.999 | 1.2127 | 1.8191 | 1.7855 | 3.4245 | |
75 | 0.8 | 0.0263 | 0.0265 | 0.0265 | 0.0267 |
0.9 | 0.0372 | 0.0378 | 0.0378 | 0.0383 | |
0.95 | 0.0581 | 0.0597 | 0.0597 | 0.0613 | |
0.99 | 0.1882 | 0.2117 | 0.2111 | 0.2391 | |
0.999 | 0.8339 | 1.2553 | 1.2272 | 2.1638 | |
100 | 0.8 | 0.0230 | 0.0231 | 0.0232 | 0.0233 |
0.9 | 0.0335 | 0.0337 | 0.0337 | 0.0340 | |
0.95 | 0.0516 | 0.0525 | 0.0525 | 0.0535 | |
0.99 | 0.1845 | 0.2027 | 0.2020 | 0.2226 | |
0.999 | 0.8481 | 1.2950 | 1.2353 | 2.1185 | |
200 | 0.8 | 0.005747 | 0.005749 | 0.005749 | 0.005754 |
0.9 | 0.007650 | 0.007666 | 0.007666 | 0.007683 | |
0.95 | 0.011630 | 0.011681 | 0.011681 | 0.011734 | |
0.99 | 0.042467 | 0.043408 | 0.043403 | 0.044377 | |
0.999 | 0.269914 | 0.326152 | 0.323417 | 0.396677 |