Research Article
Half-Logistic Xgamma Distribution: Properties and Estimation under Censored Samples
Table 2
ML estimates, biases, MSEs, LBs, UBs, and ALs of the HLXG model under TIIC for
.
| | | Parameters | ML | Bias | MSE | 90% | 95% | LB | UB | AL | LB | UB | AL |
| 30 | 21 | | 0.5510 | 0.0510 | 0.0208 | 0.3525 | 0.7495 | 0.3970 | 0.3145 | 0.7875 | 0.4730 | | 0.5794 | 0.0794 | 0.0524 | 0.2489 | 0.9099 | 0.6610 | 0.1856 | 0.9732 | 0.7876 | 27 | | 0.5393 | 0.0393 | 0.0169 | 0.3671 | 0.7114 | 0.3443 | 0.3342 | 0.7444 | 0.4102 | | 0.5460 | 0.0460 | 0.0335 | 0.3104 | 0.7816 | 0.4712 | 0.2653 | 0.8267 | 0.5615 | 30 | | 0.5279 | 0.0279 | 0.0121 | 0.3666 | 0.6893 | 0.3226 | 0.3357 | 0.7201 | 0.3844 | | 0.5217 | 0.0217 | 0.0179 | 0.3207 | 0.7227 | 0.4020 | 0.2822 | 0.7612 | 0.4790 |
| 50 | 35 | | 0.5198 | 0.0198 | 0.0092 | 0.3758 | 0.6638 | 0.2880 | 0.3482 | 0.6913 | 0.3431 | | 0.5645 | 0.0645 | 0.0275 | 0.3030 | 0.8261 | 0.5232 | 0.2529 | 0.8762 | 0.6234 | 45 | | 0.5147 | 0.0147 | 0.0077 | 0.3883 | 0.6410 | 0.2528 | 0.3641 | 0.6652 | 0.3012 | | 0.5459 | 0.0459 | 0.0138 | 0.3575 | 0.7344 | 0.3768 | 0.3214 | 0.7704 | 0.4490 | 50 | | 0.5137 | 0.0137 | 0.0075 | 0.3928 | 0.6347 | 0.2419 | 0.3696 | 0.6578 | 0.2882 | | 0.5419 | 0.0419 | 0.0103 | 0.3772 | 0.7067 | 0.3295 | 0.3456 | 0.7382 | 0.3926 |
| 100 | 70 | | 0.5105 | 0.0105 | 0.0039 | 0.4111 | 0.6099 | 0.1988 | 0.3920 | 0.6289 | 0.2369 | | 0.5155 | 0.0155 | 0.0109 | 0.3486 | 0.6823 | 0.3337 | 0.3167 | 0.7143 | 0.3976 | 90 | | 0.5050 | 0.0050 | 0.0029 | 0.4177 | 0.5922 | 0.1745 | 0.4010 | 0.6089 | 0.2079 | | 0.5017 | 0.0017 | 0.0061 | 0.3802 | 0.6231 | 0.2430 | 0.3569 | 0.6464 | 0.2895 | 100 | | 0.5073 | 0.0073 | 0.0030 | 0.4232 | 0.5915 | 0.1683 | 0.4071 | 0.6076 | 0.2005 | | 0.5049 | 0.0049 | 0.0040 | 0.3971 | 0.6126 | 0.2155 | 0.3765 | 0.6333 | 0.2568 |
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