Research Article
[Retracted] Statistical Inference and Mathematical Properties of Burr X Logistic-Exponential Distribution with Applications to Engineering Data
Table 2
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 | | 1.79838 | 1.78970 | 3.72711 | 1.26641 | 2.56295 | 1.37714 | 2.13722 | | 0.29334 | 0.30627 | 0.34361 | 0.28445 | 0.33228 | 0.28874 | 0.31289 | | 4.18376 | 3.56065 | 4.14725 | 3.59192 | 3.73590 | 3.67903 | 3.50675 | AVB | | 1.61879 | 1.55097 | 3.51563 | 1.04734 | 2.34417 | 1.18384 | 1.90137 | | 0.06430 | 0.07386 | 0.10995 | 0.05517 | 0.10056 | 0.06101 | 0.08100 | | 2.61040 | 2.17815 | 3.01901 | 2.13379 | 2.61237 | 2.20280 | 2.27485 | MSE | | 27.24052 | 18.29810 | 203.49892 | 7.90529 | 41.28473 | 9.92185 | 28.59804 | | 0.02077 | 0.02546 | 0.04469 | 0.01434 | 0.03817 | 0.01850 | 0.02930 | | 13.02115 | 9.19147 | 17.70745 | 10.29252 | 13.32810 | 8.42028 | 10.35202 | MRE | | 3.23757 | 3.10194 | 7.03127 | 2.09468 | 4.68835 | 2.36768 | 3.80274 | | 0.25720 | 0.29544 | 0.43979 | 0.22068 | 0.40226 | 0.24405 | 0.32402 | | 1.04416 | 0.87126 | 1.20761 | 0.85352 | 1.04495 | 0.88112 | 0.90994 |
| 30 | AVE | | 0.99099 | 1.32921 | 2.07930 | 0.95420 | 1.53393 | 0.98388 | 1.35775 | | 0.27125 | 0.28688 | 0.31226 | 0.27055 | 0.29855 | 0.27138 | 0.28670 | | 3.61831 | 3.12526 | 3.73172 | 3.20562 | 3.65227 | 3.29690 | 3.28674 | AVB | | 0.75889 | 1.04541 | 1.84504 | 0.69777 | 1.31490 | 0.74802 | 1.10170 | | 0.03911 | 0.05178 | 0.07787 | 0.03944 | 0.06690 | 0.04132 | 0.05350 | | 1.88820 | 1.59461 | 2.40894 | 1.64291 | 2.25227 | 1.71862 | 1.84758 | MSE | | 4.30156 | 8.59982 | 24.55273 | 3.60766 | 11.38860 | 4.80813 | 10.04901 | | 0.00776 | 0.01501 | 0.02769 | 0.00763 | 0.02158 | 0.00886 | 0.01474 | | 7.31598 | 5.21073 | 11.46680 | 5.87619 | 10.04647 | 5.36600 | 6.74280 | MRE | | 1.51779 | 2.09083 | 3.69008 | 1.39553 | 2.62980 | 1.49604 | 2.20341 | | 0.15645 | 0.20714 | 0.31150 | 0.15778 | 0.26759 | 0.16526 | 0.21402 | | 0.75528 | 0.63784 | 0.96358 | 0.65716 | 0.90091 | 0.68745 | 0.73903 |
| 50 | AVE | | 0.72897 | 0.87809 | 1.30793 | 0.67147 | 1.14520 | 0.68726 | 0.94686 | | 0.26094 | 0.26977 | 0.28827 | 0.25766 | 0.28002 | 0.25869 | 0.27062 | | 3.19562 | 2.77012 | 3.22326 | 2.88887 | 3.25550 | 2.99237 | 2.97697 | AVB | | 0.45319 | 0.54537 | 1.02266 | 0.36814 | 0.87346 | 0.40681 | 0.64862 | | 0.02671 | 0.03093 | 0.05103 | 0.02294 | 0.04451 | 0.02554 | 0.03453 | | 1.33854 | 1.16317 | 1.78693 | 1.12205 | 1.75687 | 1.25366 | 1.37743 | MSE | | 1.88471 | 2.09399 | 7.42802 | 0.81609 | 5.56387 | 0.90985 | 3.96788 | | 0.00372 | 0.00481 | 0.01309 | 0.00201 | 0.01061 | 0.00258 | 0.00648 | | 3.69003 | 2.59408 | 6.49205 | 2.69052 | 6.21149 | 2.75350 | 3.75536 | MRE | | 0.90638 | 1.09073 | 2.04533 | 0.73627 | 1.74691 | 0.81362 | 1.29724 | | 0.10683 | 0.12372 | 0.20413 | 0.09177 | 0.17806 | 0.10218 | 0.13811 | | 0.53542 | 0.46527 | 0.71477 | 0.44882 | 0.70275 | 0.50146 | 0.55097 | 100 | AVE | | 0.55522 | 0.59565 | 0.73694 | 0.54867 | 0.65998 | 0.54406 | 0.62726 | | 0.25137 | 0.25550 | 0.26245 | 0.25206 | 0.25804 | 0.25193 | 0.25698 | | 2.73597 | 2.70173 | 2.92681 | 2.62728 | 2.89390 | 2.79649 | 2.70926 | AVB | | 0.20372 | 0.24386 | 0.41585 | 0.19054 | 0.33922 | 0.21185 | 0.27539 | | 0.01554 | 0.01542 | 0.02334 | 0.01334 | 0.01982 | 0.01405 | 0.01699 | | 0.73542 | 0.78757 | 1.21745 | 0.69786 | 1.11703 | 0.83807 | 0.89749 | MSE | | 0.09625 | 0.25577 | 1.05703 | 0.06916 | 0.48862 | 0.10010 | 0.23843 | | 0.00092 | 0.00075 | 0.00217 | 0.00031 | 0.00121 | 0.00039 | 0.00079 | | 1.02468 | 1.12126 | 3.10865 | 0.93664 | 2.68427 | 1.30829 | 1.54429 | MRE | | 0.40743 | 0.48773 | 0.83169 | 0.38108 | 0.67843 | 0.42371 | 0.55078 | | 0.06218 | 0.06168 | 0.09337 | 0.05334 | 0.07928 | 0.05621 | 0.06797 | | 0.29417 | 0.31503 | 0.48698 | 0.27914 | 0.44681 | 0.33523 | 0.35900 |
| 200 | AVE | | 0.51672 | 0.54133 | 0.54552 | 0.53728 | 0.56798 | 0.51174 | 0.54949 | | 0.24980 | 0.25229 | 0.25268 | 0.25183 | 0.25355 | 0.25036 | 0.25282 | | 2.63383 | 2.61698 | 2.79988 | 2.49776 | 2.69918 | 2.67996 | 2.59225 | AVB | | 0.13323 | 0.15520 | 0.19892 | 0.13056 | 0.21263 | 0.14086 | 0.16293 | | 0.01036 | 0.01015 | 0.01216 | 0.00900 | 0.01281 | 0.00958 | 0.01067 | | 0.50072 | 0.55770 | 0.77807 | 0.43559 | 0.76143 | 0.56505 | 0.57875 | MSE | | 0.03135 | 0.05073 | 0.09565 | 0.03116 | 0.11396 | 0.03749 | 0.04950 | | 0.00051 | 0.00019 | 0.00033 | 0.00014 | 0.00036 | 0.00016 | 0.00020 | | 0.44381 | 0.55024 | 1.18116 | 0.34815 | 1.03225 | 0.57667 | 0.60758 | MRE | | 0.26645 | 0.31040 | 0.39784 | 0.26112 | 0.42525 | 0.28173 | 0.32585 | | 0.04143 | 0.04062 | 0.04864 | 0.03600 | 0.05125 | 0.03831 | 0.04270 | | 0.20029 | 0.22308 | 0.31123 | 0.17423 | 0.30457 | 0.22602 | 0.23150 |
| 400 | AVE | | 0.50100 | 0.52236 | 0.52823 | 0.51783 | 0.52287 | 0.51285 | 0.51279 | | 0.24898 | 0.25119 | 0.25180 | 0.25086 | 0.25118 | 0.25060 | 0.25073 | | 2.57622 | 2.54449 | 2.61466 | 2.49300 | 2.61337 | 2.55073 | 2.57562 | AVB | | 0.08862 | 0.10704 | 0.14043 | 0.08619 | 0.12979 | 0.09737 | 0.10665 | | 0.00729 | 0.00722 | 0.00869 | 0.00606 | 0.00825 | 0.00672 | 0.00705 | | 0.33083 | 0.39449 | 0.53050 | 0.28869 | 0.50412 | 0.37270 | 0.41309 | MSE | | 0.01298 | 0.01903 | 0.03637 | 0.01352 | 0.03009 | 0.01617 | 0.01763 | | 0.00037 | 0.00008 | 0.00014 | 0.00006 | 0.00012 | 0.00007 | 0.00008 | | 0.18116 | 0.25401 | 0.46145 | 0.16352 | 0.44900 | 0.24111 | 0.28127 | MRE | | 0.17725 | 0.21407 | 0.28086 | 0.17238 | 0.25958 | 0.19474 | 0.21331 | | 0.02915 | 0.02889 | 0.03476 | 0.02424 | 0.03300 | 0.02690 | 0.02820 | | 0.13233 | 0.15779 | 0.21220 | 0.11548 | 0.20165 | 0.14908 | 0.16523 |
|
|