Research Article
[Retracted] Statistical Inference and Mathematical Properties of Burr X Logistic-Exponential Distribution with Applications to Engineering Data
Table 5
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 | | 1.48426 | 1.50143 | 1.53919 | 1.39727 | 1.49729 | 1.40027 | 1.51141 | | 1.99585 | 1.99840 | 2.00021 | 1.98168 | 1.99476 | 1.97884 | 1.99683 | | 3.35961 | 3.25344 | 3.30962 | 3.15830 | 3.21190 | 3.23687 | 3.19768 | AVB | | 0.45024 | 0.46569 | 0.47307 | 0.49942 | 0.49706 | 0.52360 | 0.49561 | | 0.07124 | 0.07666 | 0.08052 | 0.08212 | 0.08343 | 0.08790 | 0.08176 | | 0.70369 | 0.68421 | 0.70003 | 0.72208 | 0.73740 | 0.70854 | 0.70656 | MSE | | 0.23741 | 0.25537 | 0.25762 | 0.29410 | 0.28450 | 0.31937 | 0.28166 | | 0.00716 | 0.00859 | 0.00915 | 0.00938 | 0.01012 | 0.01065 | 0.00953 | | 0.61438 | 0.58270 | 0.61510 | 0.64382 | 0.66424 | 0.62750 | 0.61700 | MRE | | 0.30016 | 0.31046 | 0.31538 | 0.33295 | 0.33137 | 0.34907 | 0.33041 | | 0.03562 | 0.03833 | 0.04026 | 0.04106 | 0.04172 | 0.04395 | 0.04088 | | 0.23456 | 0.22807 | 0.23334 | 0.24069 | 0.24580 | 0.23618 | 0.23552 |
| 30 | AVE | | 1.49349 | 1.52758 | 1.50013 | 1.40873 | 1.48982 | 1.40388 | 1.48786 | | 1.99440 | 2.00095 | 1.99698 | 1.98237 | 1.99378 | 1.97927 | 1.99263 | | 3.32788 | 3.18310 | 3.29192 | 3.16789 | 3.19937 | 3.23034 | 3.21322 | AVB | | 0.44356 | 0.45161 | 0.45218 | 0.47739 | 0.49011 | 0.49857 | 0.45999 | | 0.06403 | 0.06994 | 0.07372 | 0.07541 | 0.07839 | 0.08068 | 0.07318 | | 0.61983 | 0.61354 | 0.68297 | 0.65874 | 0.69034 | 0.66390 | 0.65282 | MSE | | 0.23018 | 0.23337 | 0.23855 | 0.26956 | 0.27263 | 0.28904 | 0.24734 | | 0.00581 | 0.00670 | 0.00751 | 0.00792 | 0.00839 | 0.00884 | 0.00743 | | 0.51057 | 0.49647 | 0.58501 | 0.55431 | 0.59566 | 0.55794 | 0.54755 | MRE | | 0.29571 | 0.30107 | 0.30146 | 0.31826 | 0.32674 | 0.33238 | 0.30666 | | 0.03202 | 0.03497 | 0.03686 | 0.03771 | 0.03919 | 0.04034 | 0.03659 | | 0.20661 | 0.20451 | 0.22766 | 0.21958 | 0.23011 | 0.22130 | 0.21761 |
| 50 | AVE | | 1.52272 | 1.48816 | 1.50716 | 1.44609 | 1.50200 | 1.42613 | 1.48624 | | 1.99826 | 1.99351 | 1.99775 | 1.98939 | 1.99568 | 1.98419 | 1.99475 | | 3.23116 | 3.20837 | 3.24415 | 3.11142 | 3.17626 | 3.18904 | 3.17970 | AVB | | 0.43070 | 0.43099 | 0.44992 | 0.44334 | 0.45581 | 0.46098 | 0.43779 | | 0.06190 | 0.06572 | 0.06765 | 0.06812 | 0.06835 | 0.07124 | 0.06679 | | 0.57289 | 0.58429 | 0.62487 | 0.58566 | 0.62722 | 0.60344 | 0.59943 | MSE | | 0.21395 | 0.21883 | 0.22988 | 0.23618 | 0.23900 | 0.25058 | 0.22438 | | 0.00509 | 0.00574 | 0.00603 | 0.00613 | 0.00623 | 0.00684 | 0.00597 | | 0.44440 | 0.45749 | 0.50946 | 0.46032 | 0.51462 | 0.48127 | 0.47750 | MRE | | 0.28713 | 0.28733 | 0.29994 | 0.29556 | 0.30387 | 0.30732 | 0.29186 | | 0.03095 | 0.03286 | 0.03382 | 0.03406 | 0.03418 | 0.03562 | 0.03340 | | 0.19096 | 0.19476 | 0.20829 | 0.19522 | 0.20907 | 0.20115 | 0.19981 | 100 | AVE | | 1.49861 | 1.49854 | 1.48977 | 1.49453 | 1.48220 | 1.45097 | 1.52141 | | 1.99659 | 1.99520 | 1.99600 | 1.99676 | 1.99332 | 1.98899 | 1.99940 | | 3.18175 | 3.17224 | 3.20354 | 3.07278 | 3.19864 | 3.16300 | 3.13747 | AVB | | 0.37760 | 0.39828 | 0.42841 | 0.37844 | 0.43741 | 0.40096 | 0.40783 | | 0.05390 | 0.05817 | 0.06213 | 0.05587 | 0.06380 | 0.05892 | 0.05851 | | 0.49406 | 0.51521 | 0.57305 | 0.47351 | 0.57208 | 0.51239 | 0.52015 | MSE | | 0.17340 | 0.19014 | 0.21242 | 0.18343 | 0.22034 | 0.19669 | 0.19731 | | 0.00384 | 0.00442 | 0.00486 | 0.00423 | 0.00519 | 0.00459 | 0.00445 | | 0.34608 | 0.37380 | 0.44334 | 0.32961 | 0.43920 | 0.36842 | 0.37435 | MRE | | 0.25173 | 0.26552 | 0.28560 | 0.25230 | 0.29161 | 0.26730 | 0.27189 | | 0.16469 | 0.17174 | 0.19102 | 0.15784 | 0.19069 | 0.17080 | 0.17338 | | 0.02695 | 0.02908 | 0.03107 | 0.02793 | 0.03190 | 0.02946 | 0.02926 |
| 200 | AVE | | 1.52112 | 1.51905 | 1.50244 | 1.50740 | 1.51074 | 1.47311 | 1.51276 | | 1.99975 | 1.99985 | 1.99705 | 1.99890 | 1.99808 | 1.99255 | 1.99789 | | 3.11370 | 3.09869 | 3.15336 | 3.03961 | 3.13256 | 3.12542 | 3.11391 | AVB | | 0.33664 | 0.36135 | 0.39323 | 0.30583 | 0.39643 | 0.35301 | 0.36308 | | 0.04711 | 0.05190 | 0.05530 | 0.04539 | 0.05535 | 0.05108 | 0.05125 | | 0.41955 | 0.44732 | 0.50282 | 0.37172 | 0.49959 | 0.44572 | 0.44781 | MSE | | 0.14564 | 0.16292 | 0.18432 | 0.13545 | 0.18676 | 0.15976 | 0.16363 | | 0.00296 | 0.00350 | 0.00386 | 0.00304 | 0.00384 | 0.00348 | 0.00340 | | 0.26202 | 0.28263 | 0.35606 | 0.23001 | 0.34779 | 0.28964 | 0.28877 | MRE | | 0.22443 | 0.24090 | 0.26215 | 0.20389 | 0.26429 | 0.23534 | 0.24205 | | 0.02355 | 0.02595 | 0.02765 | 0.02270 | 0.02768 | 0.02554 | 0.02563 | | 0.13985 | 0.14911 | 0.16761 | 0.12391 | 0.16653 | 0.14857 | 0.14927 |
| 400 | AVE | | 1.50952 | 1.51872 | 1.48852 | 1.50735 | 1.51329 | 1.46800 | 1.50446 | | 1.99977 | 2.00038 | 1.99609 | 1.99982 | 1.99935 | 1.99288 | 1.99783 | | 3.07239 | 3.07818 | 3.14157 | 3.02834 | 3.10499 | 3.11262 | 3.08511 | AVB | | 0.27199 | 0.30058 | 0.34299 | 0.23273 | 0.34738 | 0.29709 | 0.29563 | | 0.03884 | 0.04181 | 0.04737 | 0.03348 | 0.04864 | 0.04239 | 0.04145 | | 0.33349 | 0.35723 | 0.43772 | 0.27538 | 0.43071 | 0.37178 | 0.35158 | MSE | | 0.10212 | 0.12074 | 0.14913 | 0.09413 | 0.15349 | 0.11852 | 0.11873 | | 0.00211 | 0.00238 | 0.00294 | 0.00192 | 0.00311 | 0.00247 | 0.00239 | | 0.16775 | 0.19116 | 0.27750 | 0.14899 | 0.27192 | 0.20760 | 0.19001 | MRE | | 0.18132 | 0.20039 | 0.22866 | 0.15515 | 0.23159 | 0.19806 | 0.19709 | | 0.01942 | 0.02091 | 0.02369 | 0.01674 | 0.02432 | 0.02119 | 0.02072 | | 0.11116 | 0.11908 | 0.14591 | 0.09179 | 0.14357 | 0.12393 | 0.11719 |
|
|