Research Article
[Retracted] Statistical Inference and Mathematical Properties of Burr X Logistic-Exponential Distribution with Applications to Engineering Data
Table 3
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 | | 0.99360 | 0.95711 | 0.96270 | 0.86926 | 0.98110 | 0.86442 | 0.92370 | | 2.42543 | 2.42282 | 2.66289 | 2.08319 | 2.56447 | 3.53535 | 2.35381 | | 0.34295 | 0.30690 | 0.34230 | 0.31174 | 0.31461 | 0.36856 | 0.34015 | AVB | | 0.50582 | 0.48037 | 0.45163 | 0.45122 | 0.48677 | 0.50786 | 0.47104 | | 1.29066 | 1.31734 | 1.45196 | 1.18737 | 1.45493 | 2.70680 | 1.30148 | | 0.19613 | 0.15841 | 0.18684 | 0.15798 | 0.17649 | 0.25179 | 0.19231 | MSE | | 0.45214 | 0.46317 | 0.45474 | 0.38317 | 0.49133 | 0.41989 | 0.43086 | | 4.06209 | 5.56485 | 7.76750 | 4.11920 | 6.57387 | 48.76375 | 4.70223 | | 0.12030 | 0.07043 | 0.14299 | 0.07264 | 0.10355 | 0.39286 | 0.12948 | MRE | | 0.67443 | 0.64049 | 0.60217 | 0.60163 | 0.64902 | 0.67715 | 0.62806 | | 0.86044 | 0.87823 | 0.96797 | 0.79158 | 0.96995 | 1.80453 | 0.86765 | | 0.78450 | 0.63364 | 0.74735 | 0.63194 | 0.70596 | 1.00714 | 0.76924 | 30 | AVE | | 0.95938 | 0.87601 | 0.92287 | 0.84252 | 0.92927 | 0.87334 | 0.89492 | | 2.22733 | 2.07721 | 2.38510 | 1.93928 | 2.32628 | 2.82560 | 2.18518 | | 0.30217 | 0.29895 | 0.31209 | 0.29869 | 0.28824 | 0.32625 | 0.30640 | AVB | | 0.44834 | 0.39020 | 0.40942 | 0.40810 | 0.42097 | 0.46867 | 0.42713 | | 1.08404 | 0.96531 | 1.17402 | 1.00478 | 1.17111 | 1.91451 | 1.11519 | | 0.15229 | 0.13439 | 0.15337 | 0.13590 | 0.13904 | 0.20183 | 0.15072 | MSE | | 0.34095 | 0.28513 | 0.34354 | 0.29757 | 0.35432 | 0.34798 | 0.34303 | | 2.66924 | 2.49728 | 4.10740 | 2.68863 | 4.11698 | 15.16534 | 3.64459 | | 0.06268 | 0.04899 | 0.08541 | 0.04280 | 0.06511 | 0.25334 | 0.06424 | MRE | | 0.59779 | 0.52026 | 0.54590 | 0.54413 | 0.56130 | 0.62489 | 0.56950 | | 0.72269 | 0.64354 | 0.78268 | 0.66985 | 0.78074 | 1.27634 | 0.74346 | | 0.60915 | 0.53757 | 0.61347 | 0.54358 | 0.55616 | 0.80732 | 0.60289 |
| 50 | AVE | | 0.91163 | 0.86778 | 0.92852 | 0.76703 | 0.90027 | 0.84528 | 0.87249 | | 2.03322 | 1.99131 | 2.22980 | 1.65948 | 2.12220 | 2.31959 | 2.00310 | | 0.29140 | 0.27962 | 0.28109 | 0.29744 | 0.27958 | 0.27304 | 0.28505 | AVB | | 0.37058 | 0.36321 | 0.38886 | 0.32528 | 0.38555 | 0.41703 | 0.37056 | | 0.86939 | 0.87081 | 1.01492 | 0.72622 | 0.98087 | 1.36792 | 0.89554 | | 0.13116 | 0.11350 | 0.12246 | 0.11279 | 0.12262 | 0.13345 | 0.11958 | MSE | | 0.23360 | 0.23192 | 0.29373 | 0.18427 | 0.27272 | 0.25789 | 0.25123 | | 1.56149 | 1.81361 | 2.69281 | 1.25685 | 2.50704 | 5.78669 | 2.05061 | | 0.04840 | 0.02696 | 0.04590 | 0.02649 | 0.04063 | 0.07676 | 0.03561 | MRE | | 0.49411 | 0.48428 | 0.51848 | 0.43371 | 0.51407 | 0.55604 | 0.49408 | | 0.57959 | 0.58054 | 0.67662 | 0.48415 | 0.65392 | 0.91195 | 0.59703 | | 0.52466 | 0.45399 | 0.48984 | 0.45115 | 0.49050 | 0.53381 | 0.47833 |
| 100 | AVE | | 0.88398 | 0.83183 | 0.86478 | 0.75635 | 0.86641 | 0.81495 | 0.88168 | | 1.90133 | 1.81269 | 1.95739 | 1.57353 | 1.96806 | 1.94150 | 1.91637 | | 0.27396 | 0.27360 | 0.26871 | 0.28069 | 0.26751 | 0.25885 | 0.26220 | AVB | | 0.32223 | 0.30217 | 0.31393 | 0.26218 | 0.32813 | 0.35825 | 0.33039 | | 0.73675 | 0.66249 | 0.74721 | 0.54375 | 0.78939 | 0.96608 | 0.73887 | | 0.10653 | 0.09510 | 0.09814 | 0.08624 | 0.09925 | 0.10375 | 0.09643 | MSE | | 0.16553 | 0.15050 | 0.17177 | 0.11858 | 0.19127 | 0.17936 | 0.17703 | | 1.03517 | 0.88563 | 1.25841 | 0.64749 | 1.48242 | 1.98362 | 1.04959 | | 0.03014 | 0.01913 | 0.02273 | 0.01442 | 0.02174 | 0.02017 | 0.01795 | MRE | | 0.42964 | 0.40289 | 0.41857 | 0.34957 | 0.43751 | 0.47767 | 0.44052 | | 0.49117 | 0.44166 | 0.49814 | 0.36250 | 0.52626 | 0.64405 | 0.49258 | | 0.42614 | 0.38039 | 0.39256 | 0.34498 | 0.39698 | 0.41501 | 0.38571 |
| 200 | AVE | | 0.80515 | 0.80691 | 0.82173 | 0.73513 | 0.82507 | 0.74742 | 0.82156 | | 1.67192 | 1.71497 | 1.78058 | 1.50274 | 1.79591 | 1.66370 | 1.74915 | | 0.26800 | 0.26074 | 0.26166 | 0.27287 | 0.26112 | 0.27281 | 0.26201 | AVB | | 0.24761 | 0.24322 | 0.25420 | 0.17948 | 0.26823 | 0.29254 | 0.26068 | | 0.52815 | 0.52432 | 0.55804 | 0.34659 | 0.60818 | 0.69585 | 0.56620 | | 0.07914 | 0.07238 | 0.07655 | 0.05840 | 0.07850 | 0.09053 | 0.07860 | MSE | | 0.09236 | 0.09356 | 0.10633 | 0.06331 | 0.11724 | 0.11168 | 0.10681 | | 0.45233 | 0.51497 | 0.64130 | 0.30021 | 0.76518 | 0.89761 | 0.60677 | | 0.01156 | 0.00903 | 0.01146 | 0.00740 | 0.01110 | 0.00987 | 0.01097 | MRE | | 0.33015 | 0.32430 | 0.33894 | 0.23930 | 0.35763 | 0.39005 | 0.34758 | | 0.35210 | 0.34954 | 0.37203 | 0.23106 | 0.40545 | 0.46390 | 0.37747 | | 0.31656 | 0.28951 | 0.30622 | 0.23360 | 0.31400 | 0.36213 | 0.31439 |
| 400 | AVE | | 0.78216 | 0.79246 | 0.80316 | 0.72550 | 0.80397 | 0.72395 | 0.79052 | | 1.61856 | 1.64791 | 1.70873 | 1.46216 | 1.69433 | 1.53857 | 1.64473 | | 0.26564 | 0.25990 | 0.26092 | 0.26924 | 0.25947 | 0.27606 | 0.26031 | AVB | | 0.20920 | 0.21347 | 0.22881 | 0.12526 | 0.22547 | 0.24047 | 0.20776 | | 0.44192 | 0.44367 | 0.49432 | 0.22955 | 0.48918 | 0.52659 | 0.43133 | | 0.06805 | 0.06447 | 0.06871 | 0.04216 | 0.06758 | 0.07965 | 0.06396 | MSE | | 0.06600 | 0.06737 | 0.07930 | 0.03591 | 0.07975 | 0.07370 | 0.06616 | | 0.31604 | 0.32293 | 0.44119 | 0.15385 | 0.43808 | 0.41215 | 0.31885 | | 0.00854 | 0.00694 | 0.00854 | 0.00456 | 0.00798 | 0.00813 | 0.00710 | MRE | | 0.27893 | 0.28462 | 0.30508 | 0.16702 | 0.30062 | 0.32062 | 0.27702 | | 0.29461 | 0.29578 | 0.32955 | 0.15304 | 0.32612 | 0.35106 | 0.28755 | | 0.27218 | 0.25786 | 0.27486 | 0.16864 | 0.27031 | 0.31859 | 0.25582 |
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