Research Article
[Retracted] Statistical Inference and Mathematical Properties of Burr X Logistic-Exponential Distribution with Applications to Engineering Data
Table 7
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 | | 1.93468 | 2.02949 | 1.92525 | 1.88766 | 1.93247 | 1.87049 | 1.91932 | | 0.71610 | 0.72405 | 0.71885 | 0.71756 | 0.72157 | 0.71711 | 0.71864 | | 4.58878 | 3.56315 | 5.02440 | 3.97201 | 4.37834 | 3.55651 | 4.10333 | AVB | | 1.03764 | 0.96413 | 1.06606 | 1.00392 | 1.05027 | 1.05225 | 1.04019 | | 0.05603 | 0.05330 | 0.05959 | 0.06013 | 0.06046 | 0.06039 | 0.05869 | | 2.73667 | 1.77733 | 3.23614 | 2.28332 | 2.67764 | 1.83243 | 2.34900 | MSE | | 1.60674 | 1.36611 | 1.71018 | 1.59658 | 1.66744 | 1.60003 | 1.59770 | | 0.00514 | 0.00448 | 0.00546 | 0.00569 | 0.00558 | 0.00550 | 0.00527 | | 35.74006 | 16.09120 | 47.41465 | 26.43301 | 33.13628 | 14.69811 | 27.01181 | MRE | | 0.41506 | 0.38565 | 0.42642 | 0.40157 | 0.42011 | 0.42090 | 0.41608 | | 0.07471 | 0.07106 | 0.07946 | 0.08017 | 0.08061 | 0.08052 | 0.07825 | | 1.36834 | 0.88867 | 1.61807 | 1.14166 | 1.33882 | 0.91621 | 1.17450 |
| 30 | AVE | | 2.07335 | 2.11612 | 2.00259 | 2.06720 | 1.92691 | 2.01205 | 2.00773 | | 0.72414 | 0.72853 | 0.72285 | 0.72763 | 0.71952 | 0.72425 | 0.72425 | | 3.31432 | 2.88686 | 3.82660 | 2.76187 | 3.84179 | 2.85758 | 3.23246 | AVB | | 0.89648 | 0.87194 | 0.97766 | 0.82608 | 1.03461 | 0.93578 | 0.95710 | | 0.04775 | 0.04680 | 0.05296 | 0.04633 | 0.05807 | 0.05184 | 0.05307 | | 1.48215 | 1.09070 | 2.02785 | 1.02366 | 2.08143 | 1.12326 | 1.47502 | MSE | | 1.20422 | 1.10883 | 1.45171 | 1.09246 | 1.57836 | 1.27435 | 1.34196 | | 0.00379 | 0.00352 | 0.00448 | 0.00352 | 0.00512 | 0.00420 | 0.00429 | | 11.76096 | 5.59121 | 19.43984 | 5.97968 | 19.49340 | 4.77205 | 10.10694 | MRE | | 0.35859 | 0.34878 | 0.39106 | 0.33043 | 0.41384 | 0.37431 | 0.38284 | | 0.06367 | 0.06240 | 0.07061 | 0.06177 | 0.07742 | 0.06912 | 0.07077 | | 0.74107 | 0.54535 | 1.01392 | 0.51183 | 1.04072 | 0.56163 | 0.73751 |
| 50 | AVE | | 2.17426 | 2.20516 | 2.05871 | 2.15930 | 2.00776 | 2.03987 | 2.19373 | | 0.73060 | 0.73417 | 0.72631 | 0.73224 | 0.72417 | 0.72536 | 0.73278 | | 2.64343 | 2.51874 | 3.09799 | 2.40827 | 3.06424 | 2.56593 | 2.61239 | AVB | | 0.78267 | 0.76088 | 0.89548 | 0.72196 | 0.94080 | 0.86487 | 0.80352 | | 0.79162 | 0.71054 | 1.26072 | 0.66060 | 1.27875 | 0.76711 | 0.82421 | | 0.03975 | 0.03932 | 0.04529 | 0.03996 | 0.04997 | 0.04549 | 0.04171 | MSE | | 0.89336 | 0.84562 | 1.17762 | 0.86059 | 1.29162 | 1.06094 | 0.95492 | | 0.00260 | 0.00249 | 0.00330 | 0.00267 | 0.00388 | 0.00317 | 0.00285 | | 2.73791 | 1.90731 | 8.16773 | 1.58877 | 6.84234 | 1.77905 | 3.10024 | MRE | | 0.31307 | 0.30435 | 0.35819 | 0.28878 | 0.37632 | 0.34595 | 0.32141 | | 0.05300 | 0.05242 | 0.06039 | 0.05328 | 0.06663 | 0.06065 | 0.05561 | | 0.39581 | 0.35527 | 0.63036 | 0.33030 | 0.63937 | 0.38355 | 0.41210 |
| 100 | AVE | | 2.25841 | 2.26598 | 2.18105 | 2.29193 | 2.16943 | 2.20190 | 2.28508 | | 0.73682 | 0.73771 | 0.73260 | 0.74043 | 0.73263 | 0.73487 | 0.73828 | | 2.28788 | 2.30145 | 2.48144 | 2.17275 | 2.45347 | 2.29386 | 2.29980 | AVB | | 0.66104 | 0.66707 | 0.77255 | 0.55686 | 0.78640 | 0.70841 | 0.66816 | | 0.03198 | 0.03297 | 0.03822 | 0.02917 | 0.03944 | 0.03547 | 0.03311 | | 0.44198 | 0.46307 | 0.64902 | 0.38714 | 0.63041 | 0.47545 | 0.46638 | MSE | | 0.60785 | 0.62747 | 0.84610 | 0.52706 | 0.86283 | 0.70227 | 0.63059 | | 0.00158 | 0.00170 | 0.00228 | 0.00142 | 0.00238 | 0.00192 | 0.00172 | | 0.45389 | 0.55123 | 1.32059 | 0.37179 | 1.10366 | 0.52812 | 0.63115 | MRE | | 0.26442 | 0.26683 | 0.30902 | 0.22274 | 0.31456 | 0.28336 | 0.26727 | | 0.04264 | 0.04397 | 0.05095 | 0.03890 | 0.05258 | 0.04729 | 0.04414 | | 0.22099 | 0.23154 | 0.32451 | 0.19357 | 0.31521 | 0.23772 | 0.23319 | 200 | AVE | | 2.38319 | 2.36681 | 2.32689 | 2.38031 | 2.26972 | 2.26997 | 2.35139 | | 0.74284 | 0.74250 | 0.74039 | 0.74490 | 0.73778 | 0.73805 | 0.74156 | | 2.14738 | 2.16018 | 2.23583 | 2.07987 | 2.26382 | 2.18058 | 2.17066 | AVB | | 0.54258 | 0.56624 | 0.64209 | 0.39355 | 0.66561 | 0.58906 | 0.57429 | | 0.02548 | 0.02693 | 0.03106 | 0.02074 | 0.03193 | 0.02832 | 0.02726 | | 0.28846 | 0.31529 | 0.40522 | 0.24417 | 0.42483 | 0.32890 | 0.32415 | MSE | | 0.39884 | 0.43566 | 0.57162 | 0.31207 | 0.61496 | 0.47433 | 0.45050 | | 0.00097 | 0.00108 | 0.00146 | 0.00080 | 0.00152 | 0.00119 | 0.00111 | | 0.16655 | 0.21034 | 0.38818 | 0.13295 | 0.42311 | 0.21135 | 0.22558 | MRE | | 0.21703 | 0.22650 | 0.25683 | 0.15742 | 0.26624 | 0.23562 | 0.22972 | | 0.03397 | 0.03591 | 0.04141 | 0.02765 | 0.04257 | 0.03776 | 0.03635 | | 0.14423 | 0.15765 | 0.20261 | 0.12208 | 0.21242 | 0.16445 | 0.16208 |
| 400 | AVE | | 2.46565 | 2.44224 | 2.38062 | 2.43642 | 2.37639 | 2.38323 | 2.40852 | | 0.74731 | 0.74643 | 0.74325 | 0.74681 | 0.74287 | 0.74408 | 0.74470 | | 2.06535 | 2.07995 | 2.14420 | 2.04099 | 2.14149 | 2.09305 | 2.10390 | AVB | | 0.42714 | 0.46076 | 0.56325 | 0.24706 | 0.54240 | 0.47087 | 0.48153 | | 0.01936 | 0.02167 | 0.02617 | 0.01321 | 0.02534 | 0.02215 | 0.02216 | | 0.20133 | 0.22996 | 0.30180 | 0.15109 | 0.29189 | 0.23358 | 0.24279 | MSE | | 0.24466 | 0.28492 | 0.41630 | 0.17369 | 0.40917 | 0.30357 | 0.31548 | | 0.00054 | 0.00067 | 0.00097 | 0.00041 | 0.00096 | 0.00071 | 0.00072 | | 0.07472 | 0.09483 | 0.18202 | 0.05741 | 0.17759 | 0.09695 | 0.11244 | MRE | | 0.17086 | 0.18430 | 0.22530 | 0.09883 | 0.21696 | 0.18835 | 0.19261 | | 0.02582 | 0.02889 | 0.03490 | 0.01762 | 0.03379 | 0.02953 | 0.02955 | | 0.10066 | 0.11498 | 0.15090 | 0.07554 | 0.14595 | 0.11679 | 0.12139 |
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