Research Article
Asymmetric Randomly Censored Mortality Distribution: Bayesian Framework and Parametric Bootstrap with Application to COVID-19 Data
Table 7
Means estimates of
(first row) with their MSEs (second row).
| n | MLE | Bootstrap | Bayesian | | | | | | |
| 15 | 0.96547 | 0.95984 | 0.94875 | 0.95888 | 0.94779 | 0.95467 | 0.05457 | 0.05134 | 0.04987 | 0.04889 | 0.04899 | 0.04564 |
| 20 | 0.97223 | 0.96452 | 0.97580 | 0.95879 | 0.94891 | 0.94996 | 0.05223 | 0.04965 | 0.04765 | 0.04687 | 0.04691 | 0.04265 |
| 30 | 0.96458 | 0.95887 | 0.95321 | 0.95783 | 0.94782 | 0.94231 | 0.04823 | 0.04684 | 0.04465 | 0.04355 | 0.04367 | 0.04087 |
| 40 | 0.93998 | 0.95781 | 0.94783 | 0.93945 | 0.94781 | 0.93995 | 0.04569 | 0.04402 | 0.04189 | 0.04099 | 0.04101 | 0.03879 |
| 50 | 0.94551 | 0.95821 | 0.96321 | 0.95874 | 0.96457 | 0.94851 | 0.04267 | 0.04188 | 0.04057 | 0.03925 | 0.03927 | 0.03768 |
| 60 | 0.97365 | 0.96875 | 0.95478 | 0.96112 | 0.94571 | 0.95124 | 0.03955 | 0.03874 | 0.03798 | 0.03659 | 0.03677 | 0.03499 |
| 70 | 0.96321 | 0.94789 | 0.97841 | 0.96325 | 0.94782 | 0.93998 | 0.03768 | 0.03566 | 0.03458 | 0.03356 | 0.03398 | 0.03197 |
| 80 | 0.94872 | 0.95874 | 0.96475 | 0.97845 | 0.97333 | 0.96112 | 0.03462 | 0.03367 | 0.03258 | 0.03156 | 0.03174 | 0.02982 |
| 90 | 0.95780 | 0.96547 | 0.97362 | 0.94521 | 0.93999 | 0.94659 | 0.03177 | 0.02999 | 0.02874 | 0.02798 | 0.02799 | 0.02695 |
| 100 | 0.95479 | 0.94782 | 0.95887 | 0.94997 | 0.94999 | 0.95147 | 0.02764 | 0.02567 | 0.02432 | 0.02278 | 0.02294 | 0.02081 |
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