Research Article
Novel Type I Half Logistic Burr-Weibull Distribution: Application to COVID-19 Data
Table 2
MLE and Bayesian estimation for parameter of TIHLBW distribution when
and other values.
| | | |
| | | | MLE | Bayesian | MLE | Bayesian | | n | | Bias | MSE | Bias | MSE | Bias | MSE | Bias | MSE | 1.5 | 25 | | -0.2111 | 0.4032 | 0.0063 | 0.0030 | -0.0026 | 0.0006 | 0.0014 | 0.0003 | | 0.0876 | 0.1568 | 0.0535 | 0.0274 | 0.0317 | 0.0907 | 0.0259 | 0.0851 | | 0.2663 | 0.5802 | 0.1483 | 0.0908 | 0.1040 | 0.0912 | 0.1012 | 0.0564 | | 0.0550 | 0.0233 | 0.0078 | 0.0061 | -0.0081 | 0.0026 | -0.0078 | 0.0019 | 50 | | -0.0977 | 0.1410 | 0.0061 | 0.0030 | -0.0020 | 0.0002 | 0.0012 | 0.0002 | | 0.0497 | 0.0674 | 0.0468 | 0.0235 | 0.0101 | 0.0441 | 0.0093 | 0.0390 | | 0.1061 | 0.2411 | 0.1044 | 0.0898 | 0.0387 | 0.0339 | 0.0288 | 0.0315 | | 0.0245 | 0.0095 | 0.0043 | 0.0046 | -0.0040 | 0.0012 | -0.0013 | 0.0011 | 100 | | -0.0668 | 0.0901 | 0.0059 | 0.0029 | -0.0004 | 0.0002 | 0.0002 | 0.0002 | | 0.0372 | 0.0480 | 0.0344 | 0.0193 | 0.0005 | 0.0282 | 0.0003 | 0.0182 | | 0.0871 | 0.1970 | 0.0870 | 0.0880 | 0.0280 | 0.0223 | 0.0190 | 0.0148 | | 0.0122 | 0.0058 | -0.0022 | 0.0039 | -0.0032 | 0.0008 | -0.0021 | 0.0007 | 3 | 25 | | -0.2365 | 0.5905 | 0.0128 | 0.0027 | -0.0011 | 0.0016 | 0.0146 | 0.0013 | | 0.0395 | 0.0794 | 0.0347 | 0.0175 | 0.0743 | 0.1037 | 0.1039 | 0.0939 | | 0.1953 | 0.5684 | 0.0607 | 0.0321 | 0.0836 | 0.1205 | 0.0789 | 0.0409 | | 0.0632 | 0.0214 | 0.0079 | 0.0046 | 0.0003 | 0.0014 | -0.0039 | 0.0009 | 50 | | -0.0707 | 0.1302 | 0.0140 | 0.0023 | 0.0008 | 0.0004 | 0.0004 | 0.0003 | | 0.0150 | 0.0139 | 0.0131 | 0.0082 | 0.0260 | 0.0457 | 0.0175 | 0.0392 | | 0.0733 | 0.1324 | 0.0656 | 0.0304 | 0.0412 | 0.0517 | 0.0407 | 0.0406 | | 0.0231 | 0.0048 | 0.0078 | 0.0028 | -0.0007 | 0.0006 | -0.0006 | 0.0005 | 100 | | -0.0624 | 0.1274 | 0.0082 | 0.0021 | -0.0005 | 0.0003 | 0.0001 | 0.0003 | | 0.0120 | 0.0117 | 0.0120 | 0.0050 | 0.0122 | 0.0290 | 0.0105 | 0.0183 | | 0.0246 | 0.1187 | 0.0225 | 0.0248 | 0.0154 | 0.0327 | 0.0566 | 0.0254 | | 0.0196 | 0.0031 | 0.0050 | 0.0017 | 0.0003 | 0.0004 | -0.0027 | 0.0003 |
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