Research Article
[Retracted] Statistical Inference and Mathematical Properties of Burr X Logistic-Exponential Distribution with Applications to Engineering Data
Table 1
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 | | 0.75626 | 0.74294 | 0.77114 | 0.63616 | 0.66827 | 0.66066 | 0.68538 | | 0.32870 | 0.32225 | 0.33404 | 0.28857 | 0.30368 | 0.29438 | 0.31013 | | 1.28915 | 1.10508 | 1.29370 | 1.17167 | 1.29074 | 1.29088 | 1.18169 | AVB | | 0.57509 | 0.50104 | 0.56988 | 0.44217 | 0.48610 | 0.44857 | 0.48385 | | 0.13429 | 0.12232 | 0.13450 | 0.10197 | 0.11572 | 0.10502 | 0.11975 | | 0.84827 | 0.68373 | 0.88523 | 0.73831 | 0.86113 | 0.88817 | 0.76063 | MSE | | 0.61131 | 0.43585 | 0.55599 | 0.32051 | 0.37521 | 0.30429 | 0.38361 | | 0.03684 | 0.02765 | 0.03335 | 0.01838 | 0.02384 | 0.01723 | 0.02682 | | 1.34536 | 0.97456 | 1.51227 | 1.16675 | 1.42122 | 1.76670 | 1.13282 | MRE | | 1.15018 | 1.00208 | 1.13975 | 0.88434 | 0.97220 | 0.89714 | 0.96769 | | 0.53715 | 0.48927 | 0.53801 | 0.40789 | 0.46288 | 0.42008 | 0.47901 | | 1.13103 | 0.91164 | 1.18031 | 0.98441 | 1.14818 | 1.18423 | 1.01418 |
| 30 | AVE | | 0.74980 | 0.73553 | 0.70742 | 0.64032 | 0.68392 | 0.67673 | 0.70238 | | 0.32590 | 0.31460 | 0.31839 | 0.28646 | 0.30457 | 0.29386 | 0.30745 | | 1.11324 | 1.01445 | 1.23892 | 1.03511 | 1.17335 | 1.14738 | 1.05079 | AVB | | 0.53103 | 0.47971 | 0.50014 | 0.40962 | 0.46876 | 0.44152 | 0.46056 | | 0.12802 | 0.11374 | 0.11864 | 0.09400 | 0.10969 | 0.10188 | 0.10946 | | 0.66919 | 0.59122 | 0.81142 | 0.57234 | 0.74324 | 0.73838 | 0.62155 | MSE | | 0.52477 | 0.38597 | 0.40381 | 0.30499 | 0.35316 | 0.28967 | 0.35777 | | 0.03443 | 0.02367 | 0.02524 | 0.01729 | 0.02085 | 0.01574 | 0.02189 | | 0.79795 | 0.65169 | 1.28599 | 0.65605 | 1.08587 | 1.23344 | 0.75033 | MRE | | 1.06207 | 0.95941 | 1.00028 | 0.81924 | 0.93752 | 0.88303 | 0.92112 | | 0.51207 | 0.45496 | 0.47458 | 0.37600 | 0.43875 | 0.40753 | 0.43785 | | 0.89226 | 0.78830 | 1.08189 | 0.76313 | 0.99099 | 0.98451 | 0.82873 |
| 50 | AVE | | 0.69689 | 0.71560 | 0.75253 | 0.67167 | 0.67426 | 0.67517 | 0.67767 | | 0.30795 | 0.31005 | 0.32236 | 0.29655 | 0.30238 | 0.29341 | 0.30187 | | 0.97495 | 0.87418 | 0.99148 | 0.87106 | 1.06047 | 0.97671 | 0.94581 | AVB | | 0.43983 | 0.40735 | 0.47510 | 0.37968 | 0.43243 | 0.40228 | 0.39965 | | 0.10706 | 0.10000 | 0.11235 | 0.09237 | 0.10150 | 0.09259 | 0.09683 | | 0.48884 | 0.42880 | 0.58480 | 0.42059 | 0.61858 | 0.54587 | 0.48790 | MSE | | 0.39635 | 0.29597 | 0.36214 | 0.28129 | 0.29993 | 0.24958 | 0.27337 | | 0.02674 | 0.01899 | 0.02254 | 0.01768 | 0.01836 | 0.01351 | 0.01783 | | 0.41368 | 0.33758 | 0.66812 | 0.33158 | 0.72395 | 0.67687 | 0.46245 | MRE | | 0.87965 | 0.81470 | 0.95020 | 0.75936 | 0.86486 | 0.80455 | 0.79929 | | 0.42826 | 0.40002 | 0.44939 | 0.36947 | 0.40598 | 0.37038 | 0.38731 | | 0.65178 | 0.57173 | 0.77974 | 0.56079 | 0.82477 | 0.72782 | 0.65053 |
| 100 | AVE | | 0.64897 | 0.66463 | 0.66279 | 0.61251 | 0.63576 | 0.67257 | 0.66188 | | 0.29199 | 0.29387 | 0.29946 | 0.27945 | 0.28980 | 0.29256 | 0.29370 | | 0.83676 | 0.81012 | 0.93017 | 0.79547 | 0.93685 | 0.80283 | 0.85312 | AVB | | 0.32170 | 0.32725 | 0.37202 | 0.27099 | 0.35471 | 0.33264 | 0.34039 | | 0.08002 | 0.07787 | 0.08794 | 0.06545 | 0.08167 | 0.07821 | 0.07992 | | 0.31060 | 0.31096 | 0.45045 | 0.27546 | 0.44797 | 0.34072 | 0.36769 | MSE | | 0.25320 | 0.22288 | 0.24784 | 0.16443 | 0.22054 | 0.19068 | 0.22617 | | 0.01776 | 0.01372 | 0.01601 | 0.01102 | 0.01306 | 0.01094 | 0.01367 | | 0.16281 | 0.16200 | 0.40000 | 0.13830 | 0.37298 | 0.24699 | 0.25588 | MRE | | 0.64341 | 0.65451 | 0.74405 | 0.54199 | 0.70942 | 0.66528 | 0.68077 | | 0.32006 | 0.31150 | 0.35174 | 0.26179 | 0.32666 | 0.31284 | 0.31969 | | 0.41413 | 0.41461 | 0.60061 | 0.36728 | 0.59729 | 0.45429 | 0.49026 |
| 200 | AVE | | 0.62806 | 0.61441 | 0.63894 | 0.59507 | 0.62384 | 0.62830 | 0.58400 | | 0.28473 | 0.28028 | 0.28828 | 0.27427 | 0.28341 | 0.28064 | 0.27245 | | 0.77515 | 0.77074 | 0.81983 | 0.76058 | 0.83602 | 0.76306 | 0.81231 | AVB | | 0.25696 | 0.24422 | 0.29983 | 0.21929 | 0.29219 | 0.26479 | 0.23074 | | 0.06349 | 0.05754 | 0.06868 | 0.05258 | 0.06628 | 0.06067 | 0.05306 | | 0.22577 | 0.22809 | 0.31003 | 0.20476 | 0.31524 | 0.24611 | 0.24667 | MSE | | 0.18981 | 0.13768 | 0.17886 | 0.12369 | 0.16951 | 0.13519 | 0.12078 | | 0.01303 | 0.00851 | 0.01076 | 0.00816 | 0.01001 | 0.00742 | 0.00712 | | 0.08315 | 0.08413 | 0.17360 | 0.07187 | 0.18961 | 0.10257 | 0.11142 | MRE | | 0.51391 | 0.48845 | 0.59966 | 0.43859 | 0.58438 | 0.52959 | 0.46149 | | 0.25396 | 0.23017 | 0.27474 | 0.21033 | 0.26512 | 0.24267 | 0.21222 | | 0.30102 | 0.30412 | 0.41338 | 0.27302 | 0.42032 | 0.32815 | 0.32889 | 400 | AVE | | 0.54278 | 0.56400 | 0.59055 | 0.54946 | 0.59618 | 0.60443 | 0.55423 | | 0.26135 | 0.26722 | 0.27407 | 0.26175 | 0.27455 | 0.27381 | 0.26417 | | 0.76724 | 0.76195 | 0.78147 | 0.74278 | 0.76910 | 0.71854 | 0.76840 | AVB | | 0.13906 | 0.16768 | 0.21650 | 0.13422 | 0.21968 | 0.18995 | 0.16118 | | 0.03348 | 0.03898 | 0.04861 | 0.03165 | 0.04877 | 0.04269 | 0.03623 | | 0.14364 | 0.16593 | 0.22004 | 0.13548 | 0.21739 | 0.16307 | 0.17109 | MSE | | 0.05849 | 0.07369 | 0.10487 | 0.04410 | 0.10851 | 0.07949 | 0.05898 | | 0.00398 | 0.00466 | 0.00608 | 0.00267 | 0.00600 | 0.00419 | 0.00344 | | 0.03479 | 0.04481 | 0.08409 | 0.03130 | 0.07771 | 0.04229 | 0.04917 | MRE | | 0.27812 | 0.33536 | 0.43299 | 0.26843 | 0.43937 | 0.37990 | 0.32236 | | 0.13393 | 0.15593 | 0.19442 | 0.12662 | 0.19509 | 0.17077 | 0.14491 | | 0.19152 | 0.22124 | 0.29339 | 0.18064 | 0.28986 | 0.21742 | 0.22812 |
|
|