Research Article
Asymmetric Randomly Censored Mortality Distribution: Bayesian Framework and Parametric Bootstrap with Application to COVID-19 Data
Table 5
Means estimates of
(first row) with their MSEs (second row).
| n | MLE | Bootstrap | Bayesian | | | | | | |
| 15 | 0.84792 | 0.86572 | 0.86475 | 0.79865 | 0.81457 | 0.78691 | 0.02275 | 0.02165 | 0.01997 | 0.01836 | 0.01853 | 0.01589 |
| 20 | 0.81245 | 0.82341 | 0.80223 | 0.79845 | 0.81473 | 0.77999 | 0.02136 | 0.01994 | 0.01836 | 0.01754 | 0.01785 | 0.01423 |
| 30 | 0.79899 | 0.81247 | 0.80569 | 0.81784 | 0.78549 | 0.79568 | 0.01965 | 0.01787 | 0.01639 | 0.01588 | 0.01587 | 0.01286 |
| 40 | 0.80214 | 0.78989 | 0.79864 | 0.80081 | 0.77899 | 0.76954 | 0.01699 | 0.01535 | 0.01468 | 0.01357 | 0.01366 | 0.01102 |
| 50 | 0.79984 | 0.78964 | 0.81200 | 0.80245 | 0.79842 | 0.77369 | 0.01365 | 0.01258 | 0.01189 | 0.01101 | 0.01103 | 0.00998 |
| 60 | 0.80236 | 0.80112 | 0.79854 | 0.77639 | 0.80214 | 0.78965 | 0.01189 | 0.01087 | 0.01023 | 0.00987 | 0.00976 | 0.00921 |
| 70 | 0.80964 | 0.81574 | 0.80247 | 0.80235 | 0.79696 | 0.77893 | 0.00999 | 0.00953 | 0.00926 | 0.00911 | 0.00918 | 0.00872 |
| 80 | 0.79899 | 0.81047 | 0.75999 | 0.77458 | 0.76298 | 0.78921 | 0.00947 | 0.00916 | 0.00894 | 0.00885 | 0.00886 | 0.00823 |
| 90 | 0.80269 | 0.77989 | 0.76583 | 0.80214 | 0.80101 | 0.77412 | 0.00821 | 0.00769 | 0.00754 | 0.00737 | 0.00740 | 0.00684 |
| 100 | 0.80093 | 0.79845 | 0.81475 | 0.79865 | 0.80024 | 0.76989 | 0.00695 | 0.00613 | 0.00586 | 0.00557 | 0.00559 | 0.00499 |
|
|