Table 3 MLEs, BEs and MSEs for MWED using θ = 1, σ = 2 and μ = 2.
n | MLE | SELF | PLF | QLF | ELF | |
---|---|---|---|---|---|---|
20 | θ | 1.0927 | 1.0722 | 1.0743 | 1.1374 | 1.1252 |
1.0682 | 0.0142 | 0.0148 | 0.7354 | 0.0242 | ||
σ | 2.0801 | 2.1122 | 2.1143 | 2.1127 | 2.0779 | |
0.9407 | 0.2494 | 0.1373 | 0.2144 | 0.0276 | ||
μ | 2.2013 | 2.1231 | 2.1296 | 2.1411 | 2.0979 | |
1.4127 | 0.3088 | 0.1714 | 0.4371 | 0.0433 | ||
50 | θ | 1.0790 | 1.0257 | 1.0277 | 1.0763 | 1.0337 |
0.7869 | 0.0055 | 0.0056 | 0.5436 | 0.0038 | ||
σ | 2.0735 | 2.0546 | 2.0894 | 2.1081 | 1.9949 | |
0.6464 | 0.0781 | 0.0449 | 0.1502 | 0.0107 | ||
μ | 2.1722 | 2.0655 | 2.1058 | 2.1335 | 1.9888 | |
1.1692 | 0.1263 | 0.0706 | 0.4039 | 0.0149 | ||
100 | θ | 1.0601 | 1.0056 | 1.0007 | 1.0249 | 1.0003 |
0.2150 | 0.0028 | 0.0028 | 0.1827 | 0.0010 | ||
σ | 2.0249 | 2.0112 | 2.0205 | 2.1012 | 1.9855 | |
0.3468 | 0.0376 | 0.0190 | 0.0150 | 0.0051 | ||
μ | 2.1208 | 2.0222 | 2.0374 | 2.0878 | 1.9807 | |
0.6539 | 0.0622 | 0.0318 | 0.2820 | 0.0073 |