Research Article
Bayesian Analysis of Three-Parameter Frechet Distribution with Medical Applications
Table 3
Average estimates for
, , and
and MSEs (within parenthesis).
| | Methods | | | |
| 25 | ML | 0.4943 (0.0169) | 1.3949 (0.5350) | 3.0601 (0.0211) | BLNP | 0.3977 (0.0256) | 1.2209 (0.5768) | 2.9876 (0.0212) | BGENP | 0.4804 (0.0159) | 1.2765 (0.4703) | 3.0285 (0.0210) | BLNP | 0.3966 (0.0259) | 1.2207 (0.5766) | 2.9868 (0.0212) | BGEGP | 0.4379 (0.0171) | 1.1824 (0.4775) | 2.9268 (0.0310) |
| 50 | ML | 0.4937 (0.0058) | 1.5372 (0.2661) | 3.0213 (0.0063) | BLNP | 0.4137 (0.0127) | 1.3767 (0.2674) | 2.9607 (0.0088) | BGENP | 0.4849 (0.0057) | 1.4323 (0.2274) | 3.0012 (0.0062) | BLGP | 0.4122 (0.0130) | 1.3765 (0.2674) | 2.9595 (0.0089) | BGEGP | 0.4450 (0.0077) | 1.3285 (0.2282) | 2.9166 (0.0161) |
| 70 | ML | 0.4946 (0.0033) | 1.4658 (0.1306) | 3.0220 (0.0033) | BLNP | 0.4232 (0.0089) | 1.3162 (0.1576) | 2.9696 (0.0044) | BGENP | 0.4877 (0.0030) | 1.3800 (0.1264) | 3.0073 (0.0031) | BLGP | 0.4220 (0.0091) | 1.3160 (0.1575) | 2.9686 (0.0045) | BGEGP | 0.4500 (0.0053) | 1.2795 (0.1485) | 2.9364 (0.0084) |
| 100 | ML | 0.5030 (0.0025) | 1.4499 (0.1150) | 3.0166 (0.0018) | BLNP | 0.4401 (0.0059) | 1.3114 (0.1424) | 2.9719 (0.0027) | BGENP | 0.4977 (0.0024) | 1.3777 (0.1136) | 3.0060 (0.0017) | BLGP | 0.4389 (0.0060) | 1.3113 (0.1423) | 2.9711 (0.0028) | BGEGP | 0.4621 (0.0036) | 1.2789 (0.1366) | 2.9477 (0.0052) |
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