Table 2 MLEs, BEs and MSEs for MWED using θ = 1, σ = 2 and μ = 1.
n | MLE | SELF | PLF | QLF | ELF | |
---|---|---|---|---|---|---|
20 | θ | 1.0939 | 1.0722 | 1.0856 | 1.0964 | 1.0781 |
0.8806 | 0.0339 | 0.0342 | 0.0352 | 0.0187 | ||
σ | 2.1138 | 2.1026 | 2.0929 | 2.1249 | 2.1242 | |
0.4525 | 0.5188 | 0.2436 | 0.0878 | 0.0539 | ||
μ | 1.1350 | 1.0736 | 1.1137 | 1.0783 | 1.0729 | |
1.0225 | 0.0934 | 0.0933 | 0.0822 | 0.0425 | ||
50 | θ | 1.0878 | 1.0544 | 1.0504 | 1.0884 | 1.0715 |
0.5027 | 0.0059 | 0.0137 | 0.0182 | 0.0062 | ||
σ | 2.1041 | 2.0444 | 2.0837 | 2.0631 | 2.1147 | |
0.3627 | 0.0371 | 0.0885 | 0.0349 | 0.0387 | ||
μ | 1.0941 | 1.0689 | 1.0945 | 1.063 | 1.0528 | |
0.7252 | 0.0263 | 0.0404 | 0.0381 | 0.0254 | ||
100 | θ | 1.0348 | 1.0037 | 1.0041 | 1.0499 | 1.0476 |
0.2317 | 0.0008 | 0.0010 | 0.0113 | 0.0026 | ||
σ | 2.0648 | 2.0269 | 2.0280 | 2.0238 | 2.0518 | |
0.3119 | 0.0061 | 0.0072 | 0.1388 | 0.0144 | ||
μ | 1.0710 | 1.0243 | 1.0293 | 1.0458 | 1.0342 | |
0.2822 | 0.0073 | 0.0079 | 0.0252 | 0.0075 |