Research Article
[Retracted] Statistical Inference and Mathematical Properties of Burr X Logistic-Exponential Distribution with Applications to Engineering Data
Table 4
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 | | 2.19972 | 2.10860 | 2.18055 | 1.83387 | 2.02412 | 1.89513 | 2.04918 | | 0.80464 | 0.82806 | 0.81834 | 0.76080 | 0.84119 | 0.76588 | 0.83656 | | 1.28376 | 0.95015 | 1.24156 | 0.96376 | 1.19295 | 0.97828 | 1.11270 | AVB | | 1.48464 | 1.27651 | 1.42915 | 0.84619 | 1.22818 | 1.09457 | 1.33954 | | 0.32012 | 0.32444 | 0.31584 | 0.22769 | 0.33701 | 0.26718 | 0.34797 | | 0.92999 | 0.60028 | 0.89061 | 0.60676 | 0.85783 | 0.63555 | 0.76614 | MSE | | 3.08643 | 2.61610 | 3.47436 | 1.56670 | 2.76591 | 1.78122 | 3.07681 | | 0.20631 | 0.36524 | 0.20891 | 0.26242 | 0.58276 | 0.13725 | 0.36637 | | 3.21804 | 1.35341 | 2.97730 | 1.80724 | 2.82349 | 1.49541 | 2.12508 | MRE | | 0.74232 | 0.63826 | 0.71457 | 0.42310 | 0.61409 | 0.54729 | 0.66977 | | 0.42683 | 0.43259 | 0.42111 | 0.30359 | 0.44934 | 0.35624 | 0.46396 | | 1.85999 | 1.20057 | 1.78123 | 1.21352 | 1.71567 | 1.27109 | 1.53228 |
| 30 | AVE | | 2.07208 | 2.09879 | 1.93054 | 1.81643 | 1.87920 | 1.80982 | 1.97688 | | 0.77345 | 0.79470 | 0.75483 | 0.73911 | 0.76213 | 0.73608 | 0.79586 | | 1.02110 | 0.82572 | 1.17015 | 0.81542 | 1.10133 | 0.84551 | 0.93708 | AVB | | 1.35315 | 1.18342 | 1.27698 | 0.78084 | 1.20001 | 1.03024 | 1.23836 | | 0.29055 | 0.27508 | 0.27860 | 0.20257 | 0.28535 | 0.24667 | 0.30605 | | 0.65961 | 0.46780 | 0.79891 | 0.44044 | 0.73575 | 0.47929 | 0.57549 | MSE | | 2.35464 | 2.20850 | 2.39316 | 1.25677 | 2.26625 | 1.50754 | 2.29529 | | 0.10427 | 0.14760 | 0.10481 | 0.22213 | 0.21766 | 0.10972 | 0.31649 | | 1.51082 | 0.78721 | 2.20739 | 0.85698 | 1.93455 | 0.76941 | 1.10169 | MRE | | 0.67657 | 0.59171 | 0.63849 | 0.39042 | 0.60000 | 0.51512 | 0.61918 | | 0.38739 | 0.36677 | 0.37147 | 0.27009 | 0.38047 | 0.32889 | 0.40807 | | 1.31923 | 0.93561 | 1.59783 | 0.88089 | 1.47150 | 0.95859 | 1.15098 |
| 50 | AVE | | 2.21638 | 2.01940 | 1.98735 | 1.84738 | 1.91368 | 1.98021 | 1.99521 | | 0.80572 | 0.76881 | 0.77159 | 0.73132 | 0.75873 | 0.76822 | 0.77033 | | 0.70792 | 0.69409 | 0.86623 | 0.67736 | 0.83730 | 0.67283 | 0.78059 | AVB | | 1.20455 | 1.04262 | 1.16157 | 0.69744 | 1.07214 | 0.97911 | 1.14091 | | 0.26408 | 0.23746 | 0.26207 | 0.17030 | 0.24731 | 0.23206 | 0.26052 | | 0.35563 | 0.32068 | 0.49499 | 0.28592 | 0.46832 | 0.31635 | 0.41074 | MSE | | 1.82687 | 1.42665 | 1.96539 | 0.91267 | 1.64635 | 1.30571 | 1.78899 | | 0.08468 | 0.08372 | 0.10039 | 0.04297 | 0.08239 | 0.06919 | 0.14433 | | 0.37512 | 0.29818 | 0.78968 | 0.28940 | 0.73692 | 0.26978 | 0.50205 | MRE | | 0.60228 | 0.52131 | 0.58079 | 0.34872 | 0.53607 | 0.48956 | 0.57045 | | 0.35210 | 0.31662 | 0.34943 | 0.22707 | 0.32975 | 0.30941 | 0.34736 | | 0.71126 | 0.64136 | 0.98999 | 0.57184 | 0.93664 | 0.63270 | 0.82148 |
| 100 | AVE | | 2.16724 | 2.14223 | 1.97914 | 1.95534 | 1.97042 | 2.11936 | 2.02067 | | 0.79778 | 0.79347 | 0.76016 | 0.75013 | 0.76123 | 0.79596 | 0.76815 | | 0.59543 | 0.58523 | 0.68696 | 0.56600 | 0.67915 | 0.57161 | 0.63676 | AVB | | 1.02791 | 0.93518 | 1.01950 | 0.51636 | 1.00702 | 0.91638 | 0.97203 | | 0.23146 | 0.21315 | 0.22653 | 0.13179 | 0.23056 | 0.21854 | 0.21899 | | 0.23138 | 0.21866 | 0.30926 | 0.15552 | 0.30441 | 0.21339 | 0.25835 | MSE | | 1.32814 | 1.11433 | 1.26780 | 0.60659 | 1.28261 | 1.12964 | 1.17428 | | 0.06693 | 0.05548 | 0.05985 | 0.03010 | 0.06435 | 0.06556 | 0.05745 | | 0.10069 | 0.09467 | 0.24364 | 0.06331 | 0.23705 | 0.08434 | 0.14838 | MRE | | 0.51395 | 0.46759 | 0.50975 | 0.25818 | 0.50351 | 0.45819 | 0.48601 | | 0.30861 | 0.28420 | 0.30204 | 0.17572 | 0.30742 | 0.29139 | 0.29199 | | 0.46277 | 0.43732 | 0.61852 | 0.31105 | 0.60881 | 0.42678 | 0.51670 |
| 200 | AVE | | 2.20581 | 2.15610 | 2.13158 | 1.92166 | 2.01104 | 2.22879 | 2.12827 | | 0.80440 | 0.79620 | 0.79485 | 0.73774 | 0.76525 | 0.81614 | 0.78879 | | 0.54241 | 0.54382 | 0.58959 | 0.54591 | 0.61300 | 0.51987 | 0.55222 | AVB | | 0.89638 | 0.83000 | 0.95399 | 0.34023 | 0.91264 | 0.84794 | 0.84106 | | 0.20432 | 0.19064 | 0.21694 | 0.08864 | 0.20523 | 0.19965 | 0.19182 | | 0.17065 | 0.17054 | 0.22367 | 0.10093 | 0.23182 | 0.16210 | 0.17306 | MSE | | 1.06258 | 0.86982 | 1.12036 | 0.36602 | 1.01362 | 0.93002 | 0.89204 | | 0.05631 | 0.04548 | 0.05775 | 0.01784 | 0.04974 | 0.05204 | 0.04582 | | 0.04495 | 0.04693 | 0.09351 | 0.03008 | 0.10902 | 0.04136 | 0.04966 | MRE | | 0.44819 | 0.41500 | 0.47700 | 0.17012 | 0.45632 | 0.42397 | 0.42053 | | 0.27242 | 0.25418 | 0.28926 | 0.11819 | 0.27364 | 0.26620 | 0.25576 | | 0.34131 | 0.34107 | 0.44733 | 0.20186 | 0.46365 | 0.32421 | 0.34612 | 400 | AVE | | 2.19928 | 2.23351 | 2.12434 | 1.98656 | 2.10487 | 2.22701 | 2.12101 | | 0.80281 | 0.81210 | 0.78777 | 0.74960 | 0.78419 | 0.81309 | 0.78822 | | 0.52140 | 0.50938 | 0.54236 | 0.51222 | 0.54996 | 0.50616 | 0.52888 | AVB | | 0.78212 | 0.76831 | 0.80115 | 0.16129 | 0.81774 | 0.77148 | 0.74657 | | 0.17915 | 0.17629 | 0.18084 | 0.04812 | 0.18478 | 0.18059 | 0.17113 | | 0.13703 | 0.13600 | 0.15975 | 0.04871 | 0.16807 | 0.13728 | 0.14135 | MSE | | 0.87125 | 0.74539 | 0.78899 | 0.16253 | 0.81562 | 0.76414 | 0.69966 | | 0.04720 | 0.03958 | 0.04038 | 0.00823 | 0.04167 | 0.04256 | 0.03742 | | 0.02671 | 0.02624 | 0.03959 | 0.00944 | 0.04442 | 0.02600 | 0.02909 | MRE | | 0.39106 | 0.38416 | 0.40057 | 0.08064 | 0.40887 | 0.38574 | 0.37329 | | 0.23887 | 0.23505 | 0.24112 | 0.06415 | 0.24637 | 0.24079 | 0.22817 | | 0.27406 | 0.27201 | 0.31950 | 0.09742 | 0.33613 | 0.27455 | 0.28269 |
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