Research Article
Harmonic Mixture Weibull-G Family of Distributions: Properties, Regression and Applications to Medical Data
Table 2
Simulation results for HMWBIII distribution.
| Parameter | | III: (0.1, 0.3, 0.8, 1.2, 0.3) | IV: (0.9, 0.2, 0.5, 0.9, 0.1) | AE | AB | RMSE | CP | AE | AB | RMSE | CP |
| | 25 | 2.4464 | 1.4464 | 5.9733 | 0.9820 | 3.0165 | 2.1165 | 6.3116 | 0.9680 | 50 | 2.0876 | 1.0876 | 4.1541 | 0.9660 | 1.8799 | 0.9799 | 3.2470 | 0.9320 | 100 | 1.7410 | 0.7410 | 2.7987 | 0.9420 | 1.3400 | 0.4400 | 1.5736 | 0.8840 | 200 | 1.4960 | 0.4960 | 2.1137 | 0.8900 | 1.0539 | 0.1539 | 0.6316 | 0.9860 | 300 | 1.3042 | 0.3041 | 1.1947 | 0.8640 | 0.9674 | 0.0674 | 0.4545 | 0.8440 | 600 | 1.0988 | 0.0988 | 0.7268 | 0.8200 | 0.9227 | 0.0227 | 0.3366 | 0.8440 |
| | 25 | 0.4941 | 0.1941 | 0.9209 | 0.9820 | 0.2764 | 0.0764 | 0.8792 | 0.9700 | 50 | 0.3591 | 0.0591 | 0.4413 | 0.9840 | 0.2123 | 0.0122 | 0.1056 | 0.9570 | 100 | 0.3249 | 0.0249 | 0.1522 | 0.9850 | 0.2022 | 0.0022 | 0.0676 | 0.9620 | 200 | 0.3380 | 0.0210 | 0.1270 | 0.9850 | 0.1988 | | 0.0499 | 0.9660 | 300 | 0.3386 | 0.0206 | 0.1090 | 0.9860 | 0.2011 | 0.0011 | 0.0440 | 0.9660 | 600 | 0.3230 | 0.0130 | 0.1029 | 0.9810 | 0.1973 | | 0.0337 | 0.9580 |
| | 25 | 8.4405 | 7.6405 | 35.9691 | 0.8560 | 2.5174 | 2.0174 | 13.0567 | 0.9860 | 50 | 3.6291 | 2.8291 | 19.3526 | 0.9060 | 0.8517 | 0.3517 | 0.9807 | 0.9570 | 100 | 1.5109 | 0.7109 | 1.9017 | 0.8040 | 0.6049 | 0.1049 | 0.7391 | 0.9020 | 200 | 1.5435 | 0.7035 | 1.8181 | 0.9770 | 0.5649 | | 0.5147 | 0.8940 | 300 | 1.4091 | 0.6091 | 1.6582 | 0.9470 | 0.4603 | | 0.4125 | 0.7870 | 600 | 1.2497 | 0.4497 | 1.5467 | 0.7410 | 0.4902 | | 0.2668 | 0.8130 |
| | 25 | 1.0983 | | 1.4814 | 0.9740 | 0.7450 | | 0.4456 | 0.9030 | 50 | 1.1163 | | 1.0444 | 0.9760 | 0.8046 | | 0.4060 | 0.9190 | 100 | 1.0757 | | 0.5480 | 0.9720 | 0.8924 | | 0.3739 | 0.9580 | 200 | 1.2820 | | 0.5940 | 0.9580 | 0.9329 | 0.0329 | 0.2883 | 0.9410 | 300 | 1.1665 | | 0.5549 | 0.9510 | 0.9276 | 0.0276 | 0.0265 | 0.9150 | 600 | 1.2016 | 0.0016 | 0.4529 | 0.9080 | 0.9168 | 0.0268 | 0.2039 | 0.8810 |
| | 25 | 0.2493 | | 0.0120 | 0.9040 | 0.1706 | 0.0706 | 0.0078 | 0.9770 | 50 | 0.2592 | | 0.0192 | 0.8270 | 0.1887 | 0.0887 | 0.0083 | 0.8180 | 100 | 0.2953 | | 0.0124 | 0.8230 | 0.2055 | 0.0755 | 0.0086 | 0.9720 | 200 | 0.2961 | | 0.0122 | 0.7680 | 0.1869 | 0.0729 | 0.0080 | 0.6440 | 300 | 0.2768 | | 0.0122 | 0.7230 | 0.1786 | 0.0686 | 0.0084 | 0.6430 | 600 | 0.2903 | | 0.0120 | 0.6770 | 0.1689 | 0.0682 | 0.0075 | 0.6150 |
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