Research Article
[Retracted] Statistical Inference and Mathematical Properties of Burr X Logistic-Exponential Distribution with Applications to Engineering Data
Table 6
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 | | 1.09013 | 1.09301 | 1.59993 | 1.05621 | 1.26885 | 1.03708 | 1.36696 | | 3.75659 | 3.72276 | 4.23521 | 3.65787 | 3.88774 | 3.70788 | 4.01329 | | 2.49700 | 2.17462 | 2.41294 | 2.16578 | 2.48830 | 2.16685 | 2.19013 | AVB | | 0.89701 | 0.85443 | 1.37656 | 0.83944 | 1.08015 | 0.82323 | 1.13763 | | 1.10098 | 1.06444 | 1.53775 | 1.06360 | 1.30483 | 1.12174 | 1.36835 | | 1.59407 | 1.32878 | 1.74556 | 1.36212 | 1.72736 | 1.34914 | 1.46963 | MSE | | 2.88732 | 2.87882 | 7.28783 | 2.42481 | 4.15889 | 2.50272 | 8.32081 | | 3.85325 | 3.46515 | 6.77092 | 3.19793 | 4.71999 | 5.88239 | 6.48326 | | 4.90730 | 3.52543 | 6.19279 | 3.88614 | 5.63150 | 3.31593 | 4.40429 | MRE | | 1.79403 | 1.70886 | 2.75312 | 1.67889 | 2.16030 | 1.64646 | 2.27525 | | 0.36699 | 0.35481 | 0.51258 | 0.35453 | 0.43494 | 0.37391 | 0.45612 | | 1.06271 | 0.88585 | 1.16371 | 0.90808 | 1.15158 | 0.89943 | 0.97975 | 30 | AVE | | 0.94954 | 1.00033 | 1.30323 | 0.86314 | 1.10217 | 0.88577 | 1.11377 | | 3.59034 | 3.65031 | 3.96094 | 3.42215 | 3.74420 | 3.56056 | 3.76013 | | 2.26098 | 1.89910 | 2.17864 | 1.93524 | 2.17345 | 1.99736 | 2.02340 | AVB | | 0.74141 | 0.72104 | 1.05990 | 0.60505 | 0.86941 | 0.64025 | 0.86180 | | 0.93953 | 0.94579 | 1.25724 | 0.77415 | 1.09003 | 0.92673 | 1.09069 | | 1.28238 | 1.01758 | 1.44164 | 1.03514 | 1.37325 | 1.09947 | 1.21207 | MSE | | 2.25949 | 2.20718 | 3.66942 | 1.39781 | 2.63789 | 1.53392 | 2.77654 | | 3.14915 | 4.08395 | 4.36029 | 1.95861 | 3.59800 | 5.64114 | 4.08607 | | 3.05310 | 2.03374 | 4.07271 | 2.34656 | 3.61853 | 2.29771 | 2.85553 | MRE | | 1.48282 | 1.44208 | 2.11981 | 1.21010 | 1.73882 | 1.28050 | 1.72360 | | 0.31318 | 0.31526 | 0.41908 | 0.25805 | 0.36334 | 0.30891 | 0.36356 | | 0.85492 | 0.67839 | 0.96110 | 0.69009 | 0.91550 | 0.73298 | 0.80805 |
| 50 | AVE | | 0.69172 | 0.79182 | 1.00863 | 0.70484 | 0.91721 | 0.74754 | 0.82745 | | 3.26123 | 3.39251 | 3.64936 | 3.25112 | 3.55590 | 3.30188 | 3.40601 | | 1.98831 | 1.68950 | 2.00656 | 1.74926 | 1.97113 | 1.76822 | 1.82594 | AVB | | 0.43423 | 0.47355 | 0.74483 | 0.40840 | 0.65350 | 0.45431 | 0.53521 | | 0.56234 | 0.63452 | 0.92003 | 0.54596 | 0.85673 | 0.60527 | 0.68306 | | 0.89780 | 0.72426 | 1.14282 | 0.75930 | 1.07921 | 0.78071 | 0.87385 | MSE | | 0.74115 | 0.79329 | 1.97914 | 0.55856 | 1.50196 | 0.82328 | 1.15166 | | 1.18160 | 1.39180 | 2.76212 | 0.99183 | 2.54417 | 1.45508 | 1.75732 | | 1.54985 | 0.98647 | 2.50926 | 1.14006 | 2.36698 | 1.14811 | 1.55161 | MRE | | 0.86846 | 0.94710 | 1.48966 | 0.81681 | 1.30700 | 0.90863 | 1.07042 | | 0.18745 | 0.21151 | 0.30668 | 0.18199 | 0.28558 | 0.20176 | 0.22769 | | 0.59853 | 0.48284 | 0.76188 | 0.50620 | 0.71947 | 0.52047 | 0.58257 |
| 100 | AVE | | 0.56807 | 0.64665 | 0.71324 | 0.57865 | 0.74440 | 0.59553 | 0.65737 | | 3.09793 | 3.18688 | 3.27587 | 3.08497 | 3.30720 | 3.11328 | 3.20582 | | 1.69720 | 1.62676 | 1.81135 | 1.58225 | 1.73585 | 1.60584 | 1.61359 | AVB | | 0.23193 | 0.30342 | 0.40499 | 0.22032 | 0.42918 | 0.23957 | 0.30949 | | 0.31118 | 0.39824 | 0.49846 | 0.29956 | 0.54175 | 0.32289 | 0.40949 | | 0.50544 | 0.56005 | 0.78929 | 0.44830 | 0.74598 | 0.48990 | 0.54703 | MSE | | 0.18046 | 0.26910 | 0.55243 | 0.14965 | 0.66605 | 0.16895 | 0.34042 | | 0.31402 | 0.43605 | 0.84022 | 0.25285 | 1.02444 | 0.29370 | 0.58959 | | 0.49210 | 0.56994 | 1.26854 | 0.39231 | 1.10382 | 0.46066 | 0.56457 | MRE | | 0.46387 | 0.60684 | 0.80998 | 0.44065 | 0.85836 | 0.47914 | 0.61898 | | 0.10373 | 0.13275 | 0.16615 | 0.09985 | 0.18058 | 0.10763 | 0.13650 | | 0.33696 | 0.37336 | 0.52619 | 0.29887 | 0.49732 | 0.32660 | 0.36468 |
| 200 | AVE | | 0.52163 | 0.55192 | 0.58775 | 0.53757 | 0.57761 | 0.53850 | 0.56014 | | 3.03469 | 3.06770 | 3.11509 | 3.04118 | 3.09781 | 3.04023 | 3.07489 | | 1.57260 | 1.56649 | 1.65780 | 1.52635 | 1.65208 | 1.54260 | 1.54055 | AVB | | 0.13096 | 0.17348 | 0.23565 | 0.14386 | 0.23109 | 0.14610 | 0.17219 | | 0.17941 | 0.23151 | 0.29393 | 0.20012 | 0.28508 | 0.19715 | 0.22459 | | 0.29963 | 0.36415 | 0.51977 | 0.30460 | 0.50699 | 0.32327 | 0.35146 | MSE | | 0.03047 | 0.07002 | 0.15686 | 0.04158 | 0.13620 | 0.03915 | 0.06129 | | 0.05648 | 0.12205 | 0.25027 | 0.07665 | 0.22107 | 0.06870 | 0.10343 | | 0.15729 | 0.22493 | 0.56042 | 0.17224 | 0.50982 | 0.18505 | 0.21295 | MRE | | 0.26191 | 0.34695 | 0.47130 | 0.28772 | 0.46218 | 0.29219 | 0.34437 | | 0.05980 | 0.07717 | 0.09798 | 0.06671 | 0.09503 | 0.06572 | 0.07486 | | 0.19975 | 0.24277 | 0.34651 | 0.20307 | 0.33799 | 0.21551 | 0.23431 |
| 400 | AVE | | 0.51200 | 0.52689 | 0.53675 | 0.52540 | 0.53707 | 0.52883 | 0.51915 | | 3.01624 | 3.03684 | 3.04806 | 3.02951 | 3.04637 | 3.03206 | 3.02435 | | 1.53588 | 1.52257 | 1.55591 | 1.48598 | 1.55730 | 1.50231 | 1.54437 | AVB | | 0.09003 | 0.11149 | 0.14263 | 0.09413 | 0.14921 | 0.10498 | 0.11394 | | 0.12499 | 0.15018 | 0.18267 | 0.13220 | 0.18794 | 0.14136 | 0.15208 | | 0.20697 | 0.24149 | 0.32007 | 0.19607 | 0.33507 | 0.22659 | 0.26217 | MSE | | 0.01375 | 0.02398 | 0.04397 | 0.01641 | 0.04258 | 0.01933 | 0.02252 | | 0.02570 | 0.04117 | 0.07023 | 0.03113 | 0.06597 | 0.03384 | 0.03974 | | 0.07078 | 0.09843 | 0.18096 | 0.06585 | 0.19442 | 0.08545 | 0.11580 | MRE | | 0.18006 | 0.22298 | 0.28526 | 0.18825 | 0.29843 | 0.20997 | 0.22788 | | 0.04166 | 0.05006 | 0.06089 | 0.04407 | 0.06265 | 0.04712 | 0.05069 | | 0.13798 | 0.16099 | 0.21338 | 0.13071 | 0.22338 | 0.15106 | 0.17478 |
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