Table 4 MLEs, BEs and MSEs for MWED using θ = 2, σ = 1, and μ = 1.
n | MLE | SELF | PLF | QLF | ELF | |
---|---|---|---|---|---|---|
20 | θ | 2.0961 | 2.1491 | 2.103 | 2.1287 | 2.0943 |
1.2391 | 0.1435 | 0.0692 | 0.0564 | 0.0399 | ||
σ | 1.1165 | 1.0904 | 1.1035 | 1.0703 | 1.0956 | |
0.4704 | 0.0384 | 0.0409 | 0.0415 | 0.0261 | ||
μ | 1.2117 | 1.0547 | 1.0574 | 1.1050 | 1.0873 | |
1.0286 | 0.0331 | 0.0356 | 0.0970 | 0.0301 | ||
50 | θ | 2.0920 | 2.0882 | 2.0633 | 2.1262 | 2.0797 |
0.7882 | 0.0841 | 0.0357 | 0.0360 | 0.0154 | ||
σ | 1.1036 | 1.0714 | 1.0764 | 1.0423 | 1.0701 | |
0.2211 | 0.0156 | 0.0157 | 0.0129 | 0.0111 | ||
μ | 1.1893 | 1.0337 | 1.0257 | 1.0422 | 1.0501 | |
0.7136 | 0.0187 | 0.0195 | 0.0122 | 0.0113 | ||
100 | θ | 2.0709 | 2.0248 | 2.0181 | 2.0798 | 2.0501 |
0.1741 | 0.0434 | 0.0216 | 0.0150 | 0.0067 | ||
σ | 1.0825 | 1.0186 | 1.0234 | 1.0135 | 1.0203 | |
0.1734 | 0.0053 | 0.0054 | 0.0072 | 0.0039 | ||
μ | 1.1446 | 1.0014 | 0.9909 | 1.0043 | 1.0016 | |
0.3897 | 0.0076 | 0.0077 | 0.007 | 0.0032 |