Table 5.
Simulated MSE when p = 7 and intercept = 0.
| Intercept | n | ρ | PKLE1 | PKLE2 | PLE | PRRE | PMLE |
|---|---|---|---|---|---|---|---|
| 0 | 50 | 0.8 | 0.1489 | 0.1447 | 0.1503 | 0.1492 | 0.1617 |
| 0.9 | 0.2452 | 0.2323 | 0.2483 | 0.2467 | 0.2835 | ||
| 0.95 | 0.4212 | 0.3767 | 0.4310 | 0.4288 | 0.5537 | ||
| 0.99 | 1.8687 | 0.9555 | 1.8648 | 1.8765 | 3.2182 | ||
| 0.999 | 20.4742 | 3.3127 | 19.9500 | 20.0905 | 35.4611 | ||
| 75 | 0.8 | 0.0658 | 0.0644 | 0.0661 | 0.0659 | 0.0699 | |
| 0.9 | 0.1094 | 0.1044 | 0.1103 | 0.1099 | 0.1236 | ||
| 0.95 | 0.1797 | 0.1623 | 0.1833 | 0.1827 | 0.2302 | ||
| 0.99 | 0.7702 | 0.4389 | 0.7854 | 0.7866 | 1.3652 | ||
| 0.999 | 8.0166 | 2.3384 | 7.5503 | 7.6873 | 14.7306 | ||
| 100 | 0.8 | 0.0489 | 0.0484 | 0.0489 | 0.0489 | 0.0501 | |
| 0.9 | 0.0755 | 0.0744 | 0.0755 | 0.0755 | 0.0782 | ||
| 0.95 | 0.1306 | 0.1272 | 0.1308 | 0.1307 | 0.1394 | ||
| 0.99 | 0.5228 | 0.4570 | 0.5342 | 0.5335 | 0.7070 | ||
| 0.999 | 4.4932 | 1.4207 | 4.3748 | 4.4380 | 7.5910 | ||
| 200 | 0.8 | 0.0134 | 0.0133 | 0.0134 | 0.0134 | 0.0135 | |
| 0.9 | 0.0227 | 0.0226 | 0.0227 | 0.0227 | 0.0230 | ||
| 0.95 | 0.0401 | 0.0397 | 0.0401 | 0.0401 | 0.0412 | ||
| 0.99 | 0.1930 | 0.1819 | 0.1945 | 0.1943 | 0.2241 | ||
| 0.999 | 1.4410 | 0.7989 | 1.4362 | 1.4478 | 2.4561 |