Mathematical Problems in Engineering / 2022 / Article / Tab 5 / Research Article
A Unit Probabilistic Model for Proportion and Asymmetric Data: Properties and Estimation Techniques with Application to Model Data from SC16 and P3 Algorithms Table 5 Simulation results of Log-XLindley distribution at
Measure MLE LSE WLE CVME ADE RADE MPSE 10 AVEs 5.5013 5.3804 5.3639 5.5061 5.3098 5.8008 4.9222 25 5.1948 5.1514 5.1150 5.1463 5.1282 5.2526 4.8853 50 5.0916 5.0733 5.0654 5.1075 5.0634 5.1335 4.9068 100 5.0458 5.0280 5.0344 5.0595 5.0234 5.0470 4.9302 150 5.0306 5.0183 5.0276 5.0362 5.0169 5.0387 4.9513 200 5.0262 5.0203 5.0145 5.0300 5.0172 5.0362 4.9613 10 AABs 0.5013 0.3804 0.3639 0.5061 0.3098 0.8008 0.0778 25 0.1948 0.1514 0.1150 0.1463 0.1282 0.2526 0.1147 50 0.0916 0.0733 0.0654 0.1075 0.0634 0.1335 0.0932 100 0.0458 0.0280 0.0344 0.0595 0.0234 0.0470 0.0698 150 0.0306 0.0183 0.0276 0.0362 0.0169 0.0387 0.0487 200 0.0262 0.0203 0.0145 0.0300 0.0172 0.0362 0.0387 10 MREs 0.1003 0.0761 0.0728 0.1012 0.0620 0.1602 0.0156 25 0.0390 0.0303 0.0230 0.0293 0.0256 0.0505 0.0229 50 0.0183 0.0147 0.0131 0.0215 0.0127 0.0267 0.0186 100 0.0092 0.0056 0.0069 0.0119 0.0047 0.0094 0.0140 150 0.0061 0.0037 0.0055 0.0072 0.0034 0.0077 0.0097 200 0.0052 0.0041 0.0029 0.0060 0.0034 0.0072 0.0077 10 MSEs 3.8178 5.2855 4.9398 5.6144 3.7366 10.611 2.7310 25 1.1752 1.4701 1.2850 1.4347 1.2187 2.0639 0.9440 50 0.5053 0.6850 0.5959 0.6748 0.5949 0.8864 0.4778 100 0.2433 0.3138 0.2849 0.3303 0.2777 0.3985 0.2350 150 0.1546 0.2019 0.1884 0.2151 0.1795 0.2470 0.1519 200 0.1172 0.1531 0.1393 0.1554 0.1347 0.1942 0.1125