Research Article
Novel Type I Half Logistic Burr-Weibull Distribution: Application to COVID-19 Data
Table 1
MLE and Bayesian estimation for parameter of TIHLBW distribution when
and other values.
| | | |
| | | | MLE | Bayesian | MLE | Bayesian | | | | Bias | MSE | Bias | MSE | Bias | MSE | Bias | MSE | 1.5 | 25 | | 0.0264 | 0.2286 | 0.0464 | 0.0137 | -0.1535 | 0.0847 | 0.0516 | 0.0163 | | 0.1282 | 0.3086 | 0.0547 | 0.0409 | -0.0272 | 0.9604 | 0.0448 | 0.1072 | | 0.3121 | 0.8010 | 0.1202 | 0.0734 | 0.4296 | 0.9017 | 0.1031 | 0.0413 | | 0.3520 | 0.5737 | 0.0374 | 0.0129 | 0.3031 | 0.3551 | 0.0412 | 0.0103 | 50 | | 0.0533 | 0.2235 | 0.0451 | 0.0126 | -0.1547 | 0.0802 | 0.0478 | 0.0154 | | 0.0597 | 0.1364 | 0.0445 | 0.0283 | 0.0787 | 0.7540 | 0.0296 | 0.1017 | | 0.2275 | 0.5454 | 0.1039 | 0.0653 | 0.2111 | 0.3269 | 0.0909 | 0.0351 | | 0.1855 | 0.2008 | 0.0327 | 0.0112 | 0.1785 | 0.0939 | 0.0373 | 0.0084 | 100 | | 0.0281 | 0.1606 | 0.0355 | 0.0118 | -0.0561 | 0.0224 | 0.0430 | 0.0123 | | 0.0201 | 0.0531 | 0.0256 | 0.0208 | -0.0250 | 0.3409 | 0.0351 | 0.1005 | | 0.1229 | 0.2551 | 0.0911 | 0.0574 | 0.1235 | 0.1309 | 0.0770 | 0.0315 | | 0.1020 | 0.0912 | 0.0306 | 0.0102 | 0.0684 | 0.0201 | 0.0303 | 0.0060 | 3 | 25 | | 0.1136 | 0.3861 | 0.0386 | 0.0147 | -0.1945 | 0.1197 | 0.0463 | 0.0152 | | 0.1382 | 0.2610 | 0.0586 | 0.0288 | 0.0663 | 0.7905 | 0.1304 | 0.1354 | | 0.1726 | 1.2476 | 0.0542 | 0.0324 | 0.4725 | 1.0935 | 0.0925 | 0.0425 | | 0.2043 | 0.3312 | 0.0275 | 0.0118 | 0.2321 | 0.1737 | 0.0272 | 0.0072 | 50 | | 0.0933 | 0.3041 | 0.0342 | 0.0124 | -0.0889 | 0.0642 | 0.0299 | 0.0148 | | 0.0442 | 0.0808 | 0.0415 | 0.0173 | 0.1793 | 0.5747 | 0.0854 | 0.1022 | | 0.1985 | 0.8358 | 0.0527 | 0.0313 | 0.1391 | 0.3592 | 0.0834 | 0.0406 | | 0.1253 | 0.1636 | 0.0227 | 0.0080 | 0.0871 | 0.0306 | 0.0280 | 0.0063 | 100 | | 0.0317 | 0.2076 | 0.0341 | 0.0119 | -0.0769 | 0.0351 | 0.0195 | 0.0132 | | 0.0174 | 0.0318 | 0.0296 | 0.0112 | 0.0736 | 0.3362 | 0.0550 | 0.1000 | | 0.0649 | 0.3402 | 0.0507 | 0.0305 | 0.1150 | 0.2968 | 0.0733 | 0.0406 | | 0.0749 | 0.0787 | 0.0166 | 0.0068 | 0.0625 | 0.0198 | 0.0284 | 0.0050 |
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