Table 2.
Simulated SMSE when p = 4 and intercept = 0.
n | ρ | PMRT | PLE | PRRE | PMLE |
---|---|---|---|---|---|
50 | 0.8 | 0.0910 | 0.1003 | 0.0992 | 0.1092 |
0.9 | 0.1146 | 0.1303 | 0.1291 | 0.1479 | |
0.95 | 0.1576 | 0.1910 | 0.1893 | 0.2356 | |
0.99 | 0.3730 | 0.5410 | 0.5380 | 0.9393 | |
0.999 | 3.2565 | 4.80300 | 4.8225 | 9.4758 | |
75 | 0.8 | 0.0669 | 0.0704 | 0.0703 | 0.0740 |
0.9 | 0.0903 | 0.0967 | 0.0965 | 0.1036 | |
0.95 | 0.1316 | 0.1465 | 0.1460 | 0.1635 | |
0.99 | 0.3180 | 0.4331 | 0.4304 | 0.6302 | |
0.999 | 2.1135 | 3.1112 | 3.1256 | 5.8753 | |
100 | 0.8 | 0.0582 | 0.0617 | 0.0611 | 0.0647 |
0.9 | 0.0815 | 0.0880 | 0.0870 | 0.0935 | |
0.95 | 0.1181 | 0.1328 | 0.1308 | 0.1463 | |
0.99 | 0.3048 | 0.4235 | 0.4115 | 0.6069 | |
0.999 | 2.0403 | 2.9952 | 3.0079 | 5.6855 | |
200 | 0.8 | 0.0156 | 0.0158 | 0.0157 | 0.0159 |
0.9 | 0.0202 | 0.0205 | 0.0205 | 0.0208 | |
0.95 | 0.0306 | 0.0313 | 0.0312 | 0.0319 | |
0.99 | 0.0999 | 0.1090 | 0.1086 | 0.1186 | |
0.999 | 0.4617 | 0.6723 | 0.6674 | 1.1149 |