Table 1 MLEs, BEs and MSEs for MWED using θ = 1, σ = 1 and μ = 1.
n | MLE | SELF | PLF | QLF | ELF | |
---|---|---|---|---|---|---|
20 | θ | 1.1048 | 1.211 | 1.0944 | 1.1072 | 1.1488 |
0.5177 | 0.1597 | 0.1038 | 0.145 | 0.1386 | ||
σ | 1.1291 | 1.1186 | 1.1054 | 1.1474 | 1.1187 | |
0.6739 | 0.0698 | 0.0633 | 0.2049 | 0.0406 | ||
μ | 1.1813 | 1.1377 | 1.1427 | 1.1527 | 1.0760 | |
1.1853 | 0.1073 | 0.1146 | 0.0593 | 0.0342 | ||
50 | θ | 1.0919 | 1.1622 | 1.0836 | 1.0679 | 1.0869 |
0.3290 | 0.1084 | 0.0897 | 0.0775 | 0.0886 | ||
σ | 1.1217 | 1.0836 | 1.0986 | 1.1015 | 1.0868 | |
0.2847 | 0.0483 | 0.0541 | 0.1345 | 0.0236 | ||
μ | 1.1678 | 1.1030 | 1.1116 | 1.1386 | 1.0576 | |
1.0115 | 0.0344 | 0.0469 | 0.0377 | 0.0178 | ||
100 | θ | 1.0742 | 1.1076 | 1.0720 | 1.0449 | 1.0283 |
0.1430 | 0.0170 | 0.0119 | 0.0344 | 0.0118 | ||
σ | 1.0923 | 1.0388 | 1.0291 | 1.0125 | 1.0393 | |
0.1559 | 0.0026 | 0.0018 | 0.0071 | 0.0079 | ||
μ | 1.1218 | 1.0453 | 1.0784 | 1.0757 | 1.0256 | |
0.5557 | 0.0113 | 0.0124 | 0.0103 | 0.0066 |