Research Article
[Retracted] Statistical Inference and Mathematical Properties of Burr X Logistic-Exponential Distribution with Applications to Engineering Data
Table 8
Simulation results of the AVE, AVB, MSE, and MRE of BXLE distribution for
.
| n | Est. | Est. Par. | MLE | ADE | CVME | MPSE | LSE | PCE | WLSE |
| 20 | AVE | | 2.25922 | 2.27161 | 2.30386 | 2.56517 | 2.31245 | 2.22016 | 2.11469 | | 1.28865 | 1.33928 | 1.33780 | 1.46675 | 1.37558 | 1.33183 | 1.31017 | | 1.44443 | 1.06799 | 1.47947 | 0.89627 | 1.25029 | 1.04311 | 1.34574 | AVB | | 1.24102 | 1.15163 | 1.10023 | 0.65276 | 1.04342 | 1.14332 | 1.28963 | | 0.38019 | 0.37841 | 0.36227 | 0.28477 | 0.36259 | 0.38376 | 0.42134 | | 0.99257 | 0.64230 | 1.04387 | 0.51867 | 0.84803 | 0.63293 | 0.92532 | MSE | | 2.49321 | 2.18957 | 2.28668 | 1.29495 | 2.14546 | 2.24551 | 2.64590 | | 4.24912 | 1.78742 | 5.28595 | 1.98167 | 3.57678 | 1.73329 | 3.57683 | | 0.22030 | 0.20938 | 0.20249 | 0.15387 | 0.20329 | 0.21702 | 0.24799 | MRE | | 0.41367 | 0.38388 | 0.36674 | 0.21759 | 0.34781 | 0.38111 | 0.42988 | | 0.25346 | 0.25227 | 0.24151 | 0.18985 | 0.24172 | 0.25584 | 0.28089 | | 1.98514 | 1.28459 | 2.08774 | 1.03734 | 1.69606 | 1.26587 | 1.85063 |
| 30 | AVE | | 2.37795 | 2.35231 | 2.30591 | 2.58777 | 2.26834 | 2.31186 | 2.22954 | | 1.32796 | 1.34465 | 1.33708 | 1.43656 | 1.34068 | 1.34833 | 1.31035 | | 0.99171 | 0.91347 | 1.14839 | 0.75291 | 1.15454 | 0.86102 | 0.99014 | AVB | | 1.12486 | 1.10341 | 1.12391 | 0.59610 | 1.11783 | 1.10276 | 1.21249 | | 0.34291 | 0.34590 | 0.35695 | 0.24323 | 0.36800 | 0.36261 | 0.37609 | | 0.54142 | 0.47675 | 0.70968 | 0.34657 | 0.73060 | 0.44939 | 0.55049 | MSE | | 1.99694 | 1.96454 | 2.20519 | 1.16656 | 2.24897 | 2.02286 | 2.26525 | | 0.17757 | 0.17668 | 0.19166 | 0.11519 | 0.20274 | 0.19130 | 0.20194 | | 1.43681 | 1.00028 | 2.28948 | 0.78501 | 2.48222 | 0.76471 | 1.18992 | MRE | | 0.37495 | 0.36780 | 0.37464 | 0.19870 | 0.37261 | 0.36759 | 0.40416 | | 0.22861 | 0.23060 | 0.23796 | 0.16216 | 0.24533 | 0.24174 | 0.25073 | | 1.08283 | 0.95351 | 1.41936 | 0.69315 | 1.46121 | 0.89878 | 1.10098 | 50 | AVE | | 2.41563 | 2.44759 | 2.33970 | 2.65901 | 2.34853 | 2.46812 | 2.33817 | | 1.33871 | 1.36030 | 1.33053 | 1.43464 | 1.34434 | 1.37902 | 1.33240 | | 0.81702 | 0.72635 | 0.92425 | 0.63296 | 0.88870 | 0.72036 | 0.80824 | AVB | | 1.07805 | 1.02476 | 1.08837 | 0.50426 | 1.08137 | 1.01465 | 1.13162 | | 0.31870 | 0.31530 | 0.32707 | 0.19814 | 0.33465 | 0.32299 | 0.34249 | | 0.36429 | 0.28073 | 0.47801 | 0.20502 | 0.45484 | 0.29865 | 0.36362 | MSE | | 1.77579 | 1.59334 | 1.99108 | 0.92871 | 1.96795 | 1.64311 | 1.92550 | | 0.15294 | 0.14211 | 0.16498 | 0.08597 | 0.16787 | 0.15183 | 0.16718 | | 0.54310 | 0.23512 | 0.97545 | 0.22440 | 0.91236 | 0.30409 | 0.44341 | MRE | | 0.35935 | 0.34159 | 0.36279 | 0.16809 | 0.36046 | 0.33822 | 0.37721 | | 0.21247 | 0.21020 | 0.21804 | 0.13209 | 0.22310 | 0.21533 | 0.22833 | | 0.72859 | 0.56147 | 0.95601 | 0.41005 | 0.90969 | 0.59730 | 0.72724 |
| 100 | AVE | | 2.50497 | 2.54496 | 2.50903 | 2.82909 | 2.35625 | 2.59121 | 2.51501 | | 1.36222 | 1.38965 | 1.37429 | 1.47182 | 1.33673 | 1.40815 | 1.37591 | | 0.66422 | 0.64091 | 0.71243 | 0.54529 | 0.74151 | 0.62469 | 0.66829 | AVB | | 0.95829 | 0.93129 | 0.98960 | 0.28308 | 1.06864 | 0.91262 | 0.97376 | | 0.27993 | 0.28231 | 0.29390 | 0.12694 | 0.31529 | 0.28449 | 0.28950 | | 0.20841 | 0.19472 | 0.26368 | 0.09863 | 0.29472 | 0.19449 | 0.21911 | MSE | | 1.33183 | 1.26898 | 1.53254 | 0.45669 | 1.76001 | 1.23869 | 1.40130 | | 0.11403 | 0.11208 | 0.12961 | 0.04257 | 0.14476 | 0.11340 | 0.12035 | | 0.10638 | 0.08990 | 0.20465 | 0.04885 | 0.23498 | 0.09389 | 0.12633 | MRE | | 0.31943 | 0.31043 | 0.32987 | 0.09436 | 0.35621 | 0.30421 | 0.32459 | | 0.41682 | 0.38945 | 0.52735 | 0.19725 | 0.58944 | 0.38899 | 0.43823 | | 0.18662 | 0.18821 | 0.19593 | 0.08463 | 0.21019 | 0.18966 | 0.19300 |
| 200 | AVE | | 2.68622 | 2.63929 | 2.54449 | 2.91341 | 2.52655 | 2.77992 | 2.57827 | | 1.41291 | 1.40348 | 1.38300 | 1.48787 | 1.38236 | 1.45466 | 1.39272 | | 0.58701 | 0.59670 | 0.64583 | 0.51505 | 0.64304 | 0.56015 | 0.61597 | AVB | | 0.79267 | 0.82070 | 0.93297 | 0.13418 | 0.93781 | 0.76320 | 0.86433 | | 0.22912 | 0.24048 | 0.27404 | 0.07519 | 0.27461 | 0.23440 | 0.25492 | | 0.13258 | 0.14285 | 0.19532 | 0.04978 | 0.19404 | 0.12768 | 0.16375 | MSE | | 0.87772 | 0.95246 | 1.28415 | 0.19687 | 1.27774 | 0.83111 | 1.07875 | | 0.07403 | 0.08190 | 0.10702 | 0.01894 | 0.10602 | 0.07514 | 0.09153 | | 0.03721 | 0.04421 | 0.09242 | 0.01387 | 0.09175 | 0.03414 | 0.05970 | MRE | | 0.26422 | 0.27357 | 0.31099 | 0.04473 | 0.31260 | 0.25440 | 0.28811 | | 0.15275 | 0.16032 | 0.18270 | 0.05013 | 0.18307 | 0.15627 | 0.16995 | | 0.26516 | 0.28570 | 0.39063 | 0.09955 | 0.38808 | 0.25536 | 0.32749 |
| 400 | AVE | | 2.81400 | 2.78651 | 2.67628 | 2.97841 | 2.68454 | 2.84482 | 2.72588 | | 1.45146 | 1.44724 | 1.41857 | 1.49984 | 1.42069 | 1.46642 | 1.42676 | | 0.54913 | 0.55669 | 0.59135 | 0.49916 | 0.58688 | 0.53957 | 0.56863 | AVB | | 0.65747 | 0.70065 | 0.80308 | 0.03702 | 0.79883 | 0.66605 | 0.73811 | | 0.19107 | 0.20580 | 0.23258 | 0.03920 | 0.23358 | 0.19898 | 0.21271 | | 0.09696 | 0.10719 | 0.13937 | 0.02315 | 0.13700 | 0.09832 | 0.11442 | MSE | | 0.59368 | 0.68521 | 0.92646 | 0.04280 | 0.91585 | 0.60649 | 0.75292 | | 0.05023 | 0.05802 | 0.07557 | 0.00509 | 0.07574 | 0.05308 | 0.06228 | | 0.01849 | 0.02262 | 0.04460 | 0.00308 | 0.04000 | 0.01828 | 0.02615 | MRE | | 0.21916 | 0.23355 | 0.26769 | 0.01234 | 0.26628 | 0.22202 | 0.24604 | | 0.12738 | 0.13720 | 0.15505 | 0.02613 | 0.15572 | 0.13265 | 0.14180 | | 0.19392 | 0.21439 | 0.27874 | 0.04630 | 0.27400 | 0.19663 | 0.22884 |
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