Research Article
Bayesian Modeling of 3-Component Mixture of Exponentiated Inverted Weibull Distribution under Noninformative Prior
Table 2
Simulated results of 3-component mixture of EIWD.
| t | n | LFs | UP | JP | | | | | | | | | | |
| 25 | 50 | SELF | BEs | 3.463 | 3.362 | 2.965 | 0.467 | 4.364 | 2.268 | 1.948 | 0.457 | 0.313 | 0.297 | PRs | 0.675 | 0.943 | 0.978 | 0.005 | 0.908 | 0.367 | 0.379 | 0.005 | 0.004 | 0.004 | QLF | BEs | 3.526 | 2.794 | 1.182 | 0.469 | 4.149 | 2.042 | 1.255 | 0.449 | 0.266 | 0.285 | PRs | 0.041 | 0.066 | 0.111 | 0.022 | 0.052 | 0.090 | 0.125 | 0.027 | 0.061 | 0.047 | PLF | BEs | 3.627 | 2.601 | 2.450 | 0.484 | 3.736 | 3.919 | 1.411 | 0.493 | 0.286 | 0.312 | PRs | 0.177 | 0.176 | 0.228 | 0.011 | 0.184 | 0.334 | 0.144 | 0.011 | 0.016 | 0.014 | DLF | BEs | 3.375 | 2.703 | 2.724 | 0.457 | 3.228 | 2.729 | 2.191 | 0.499 | 0.312 | 0.333 | PRs | 0.045 | 0.062 | 0.083 | 0.025 | 0.043 | 0.071 | 0.100 | 0.021 | 0.046 | 0.042 | 100 | SELF | BEs | 3.756 | 2.889 | 1.884 | 0.489 | 3.510 | 2.486 | 1.461 | 0.498 | 0.318 | 0.302 | PRs | 0.313 | 0.309 | 0.197 | 0.002 | 0.287 | 0.146 | 0.142 | 0.002 | 0.002 | 0.002 | QLF | BEs | 4.006 | 2.474 | 1.542 | 0.468 | 3.560 | 2.829 | 2.302 | 0.488 | 0.266 | 0.282 | PRs | 0.024 | 0.040 | 0.055 | 0.012 | 0.022 | 0.041 | 0.055 | 0.011 | 0.029 | 0.028 | PLF | BEs | 3.394 | 2.720 | 1.607 | 0.446 | 3.574 | 2.792 | 1.777 | 0.496 | 0.296 | 0.337 | PRs | 0.083 | 0.083 | 0.077 | 0.006 | 0.081 | 0.108 | 0.094 | 0.005 | 0.007 | 0.007 | DLF | BEs | 4.483 | 3.024 | 1.585 | 0.474 | 2.866 | 2.905 | 2.972 | 0.463 | 0.326 | 0.314 | PRs | 0.037 | 0.037 | 0.050 | 0.013 | 0.023 | 0.033 | 0.047 | 0.012 | 0.021 | 0.025 | 200 | SELF | BEs | 3.572 | 2.758 | 1.785 | 0.494 | 3.299 | 3.383 | 1.662 | 0.517 | 0.293 | 0.306 | PRs | 0.141 | 0.138 | 0.091 | 0.001 | 0.125 | 0.233 | 0.089 | 0.001 | 0.001 | 0.001 | QLF | BEs | 3.618 | 2.362 | 1.468 | 0.492 | 3.462 | 2.994 | 2.198 | 0.479 | 0.299 | 0.261 | PRs | 0.011 | 0.021 | 0.025 | 0.005 | 0.011 | 0.018 | 0.029 | 0.006 | 0.012 | 0.016 | PLF | BEs | 3.408 | 2.987 | 2.025 | 0.503 | 3.839 | 2.731 | 1.712 | 0.472 | 0.305 | 0.306 | PRs | 0.035 | 0.051 | 0.055 | 0.002 | 0.045 | 0.050 | 0.043 | 0.002 | 0.003 | 0.003 | DLF | BEs | 3.241 | 3.174 | 1.715 | 0.485 | 3.554 | 2.713 | 2.162 | 0.499 | 0.284 | 0.311 | PRs | 0.011 | 0.017 | 0.025 | 0.005 | 0.011 | 0.020 | 0.025 | 0.005 | 0.014 | 0.012 | 500 | SELF | BEs | 3.972 | 2.448 | 1.853 | 0.507 | 3.365 | 2.956 | 1.827 | 0.478 | 0.303 | 0.292 | PRs | 0.053 | 0.046 | 0.039 | 0.000 | 0.055 | 0.067 | 0.035 | 0.000 | 0.000 | 0.000 | QLF | BEs | 4.151 | 2.686 | 1.730 | 0.481 | 3.916 | 2.462 | 2.296 | 0.483 | 0.300 | 0.303 | PRs | 0.004 | 0.007 | 0.010 | 0.002 | 0.004 | 0.007 | 0.010 | 0.002 | 0.005 | 0.005 | PLF | BEs | 4.039 | 2.360 | 1.852 | 0.489 | 3.167 | 2.732 | 1.910 | 0.472 | 0.308 | 0.300 | PRs | 0.016 | 0.017 | 0.019 | 0.001 | 0.015 | 0.019 | 0.019 | 0.001 | 0.001 | 0.001 | DLF | BEs | 3.090 | 2.527 | 1.874 | 0.490 | 3.208 | 2.697 | 2.150 | 0.475 | 0.311 | 0.291 | PRs | 0.004 | 0.007 | 0.010 | 0.002 | 0.004 | 0.007 | 0.010 | 0.002 | 0.004 | 0.005 |
| 30 | 50 | SELF | BEs | 3.258 | 1.916 | 1.648 | 0.448 | 3.454 | 2.112 | 2.335 | 0.479 | 0.300 | 0.326 | PRs | 0.531 | 0.262 | 0.302 | 0.004 | 0.518 | 0.318 | 0.545 | 0.004 | 0.004 | 0.004 | QLF | BEs | 4.768 | 3.668 | 1.285 | 0.488 | 4.129 | 1.896 | 1.281 | 0.436 | 0.291 | 0.276 | PRs | 0.041 | 0.071 | 0.125 | 0.021 | 0.047 | 0.071 | 0.111 | 0.025 | 0.047 | 0.051 | PLF | BEs | 4.479 | 2.845 | 1.481 | 0.453 | 3.424 | 3.178 | 2.080 | 0.484 | 0.306 | 0.333 | PRs | 0.197 | 0.169 | 0.126 | 0.010 | 0.014 | 0.215 | 0.193 | 0.010 | 0.013 | 0.013 | DLF | BEs | 4.752 | 1.941 | 1.233 | 0.497 | 2.472 | 3.922 | 2.253 | 0.490 | 0.320 | 0.327 | PRs | 0.043 | 0.066 | 0.100 | 0.022 | 0.040 | 0.062 | 0.090 | 0.019 | 0.040 | 0.045 | 100 | SELF | BEs | 3.429 | 2.368 | 1.760 | 0.460 | 4.626 | 3.095 | 2.477 | 0.504 | 0.290 | 0.318 | PRs | 0.294 | 0.207 | 0.172 | 0.002 | 0.465 | 0.368 | 0.341 | 0.002 | 0.002 | 0.002 | QLF | BEs | 3.627 | 2.506 | 2.094 | 0.466 | 4.108 | 2.484 | 1.380 | 0.467 | 0.300 | 0.293 | PRs | 0.022 | 0.035 | 0.052 | 0.012 | 0.023 | 0.037 | 0.058 | 0.012 | 0.024 | 0.025 | PLF | BEs | 3.556 | 2.760 | 1.992 | 0.491 | 3.148 | 3.067 | 2.737 | 0.491 | 0.322 | 0.305 | PRs | 0.074 | 0.092 | 0.096 | 0.005 | 0.068 | 0.103 | 0.153 | 0.005 | 0.007 | 0.007 | DLF | BEs | 3.436 | 2.850 | 1.987 | 0.467 | 3.836 | 4.765 | 1.836 | 0.489 | 0.319 | 0.319 | PRs | 0.022 | 0.033 | 0.045 | 0.012 | 0.020 | 0.032 | 0.050 | 0.010 | 0.021 | 0.022 | 200 | SELF | BEs | 4.025 | 2.616 | 1.705 | 0.476 | 3.419 | 2.356 | 1.824 | 0.499 | 0.311 | 0.300 | PRs | 0.193 | 0.131 | 0.076 | 0.001 | 0.131 | 0.100 | 0.100 | 0.001 | 0.001 | 0.001 | QLF | BEs | 3.383 | 3.007 | 2.260 | 0.505 | 4.008 | 3.137 | 2.204 | 0.483 | 0.293 | 0.285 | PRs | 0.010 | 0.018 | 0.028 | 0.005 | 0.011 | 0.018 | 0.027 | 0.005 | 0.012 | 0.013 | PLF | BEs | 3.478 | 3.146 | 2.066 | 0.046 | 3.304 | 2.595 | 2.484 | 0.480 | 0.312 | 0.317 | PRs | 0.042 | 0.056 | 0.053 | 0.003 | 0.040 | 0.049 | 0.069 | 0.003 | 0.003 | 0.003 | DLF | BEs | 3.215 | 3.003 | 2.155 | 0.462 | 3.562 | 3.297 | 2.152 | 0.477 | 0.311 | 0.327 | PRs | 0.012 | 0.017 | 0.025 | 0.006 | 0.011 | 0.018 | 0.025 | 0.006 | 0.012 | 0.011 | 500 | SELF | BEs | 3.285 | 2.872 | 1.806 | 0.480 | 3.968 | 2.779 | 2.162 | 0.487 | 0.302 | 0.311 | PRs | 0.049 | 0.059 | 0.035 | 0.000 | 0.049 | 0.057 | 0.050 | 0.000 | 0.000 | 0.000 | QLF | BEs | 3.834 | 2.763 | 1.823 | 0.479 | 3.917 | 2.854 | 2.087 | 0.491 | 0.300 | 0.300 | PRs | 0.004 | 0.007 | 0.010 | 0.002 | 0.004 | 0.007 | 0.011 | 0.002 | 0.004 | 0.005 | PLF | BEs | 3.697 | 2.874 | 2.149 | 0.473 | 3.741 | 2.589 | 1.838 | 0.481 | 0.313 | 0.309 | PRs | 0.017 | 0.021 | 0.022 | 0.001 | 0.017 | 0.018 | 0.019 | 0.001 | 0.001 | 0.001 | DLF | BEs | 3.601 | 2.663 | 1.858 | 0.493 | 3.424 | 2.864 | 1.990 | 0.493 | 0.302 | 0.294 | PRs | 0.004 | 0.007 | 0.010 | 0.002 | 0.004 | 0.007 | 0.010 | 0.002 | 0.005 | 0.005 |
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