Table 5 MLEs, BEs and MSEs for MWED using θ = 2, σ = 2 and μ = 2.
n | MLE | SELF | PLF | QLF | ELF | |
---|---|---|---|---|---|---|
20 | θ | 2.0851 | 2.1256 | 2.1132 | 2.1079 | 2.1443 |
2.2909 | 0.0357 | 0.0227 | 0.0238 | 0.0233 | ||
σ | 2.1164 | 2.1589 | 2.1185 | 2.1001 | 2.1182 | |
0.7689 | 0.0464 | 0.0245 | 0.0200 | 0.0182 | ||
μ | 2.2546 | 2.1878 | 2.0869 | 2.0774 | 2.1753 | |
1.4630 | 0.1869 | 0.0903 | 0.1211 | 0.0547 | ||
50 | θ | 2.0815 | 2.0807 | 2.0739 | 2.0913 | 2.1053 |
1.3059 | 0.0135 | 0.0089 | 0.0117 | 0.0081 | ||
σ | 2.1136 | 2.1078 | 2.1192 | 2.0794 | 2.1015 | |
0.3862 | 0.0216 | 0.0193 | 0.0081 | 0.0125 | ||
μ | 2.2288 | 2.0915 | 2.0217 | 2.0483 | 2.1582 | |
0.9203 | 0.0786 | 0.0378 | 0.0982 | 0.0335 | ||
100 | θ | 2.0486 | 2.0032 | 2.0023 | 2.0106 | 2.0095 |
0.4421 | 0.0050 | 0.0025 | 0.0011 | 0.0001 | ||
σ | 2.0971 | 2.0011 | 2.0005 | 2.0020 | 2.0123 | |
0.3103 | 0.0067 | 0.0034 | 0.0011 | 0.0010 | ||
μ | 2.2081 | 2.0386 | 1.9923 | 2.0016 | 2.0353 | |
0.3594 | 0.0495 | 0.0249 | 0.0106 | 0.0042 |