Research Article
Harmonic Mixture Weibull-G Family of Distributions: Properties, Regression and Applications to Medical Data
Table 1
Simulation results for HMWBIII distribution.
| Parameter | | I: (0.8, 0.3, 0.7, 0.5, 0.1) | II: (0.9, 0.2, 0.6, 0.5, 0.2) | AE | AB | RMSE | CP | AE | AB | RMSE | CP |
| | 25 | 1.8983 | 1.0983 | 2.3641 | 0.9750 | 2.0418 | 1.1418 | 2.4643 | 0.9750 | 50 | 1.4282 | 0.6282 | 1.2945 | 0.9430 | 1.2953 | 0.3953 | 1.1303 | 0.9230 | 100 | 1.0523 | 0.2523 | 0.7843 | 0.8910 | 1.0534 | 0.1534 | 0.5693 | 0.9070 | 200 | 0.8651 | 0.0651 | 0.4136 | 0.9870 | 0.9442 | 0.0442 | 0.3715 | 0.8870 | 300 | 0.8251 | 0.0251 | 0.3642 | 0.8960 | 0.9224 | 0.0224 | 0.2989 | 0.9100 | 600 | 0.7961 | | 0.2160 | 0.9730 | 0.9104 | 0.0204 | 0.2101 | 0.9480 |
| | 25 | 0.3644 | 0.0644 | 0.3412 | 0.9610 | 0.2132 | 0.0132 | 0.1759 | 0.9040 | 50 | 0.3163 | 0.0163 | 0.1211 | 0.9570 | 0.2021 | 0.0021 | 0.0746 | 0.9420 | 100 | 0.3036 | 0.0036 | 0.0804 | 0.9700 | 0.1940 | -0.0020 | 0.0479 | 0.9570 | 200 | 0.2960 | | 0.0591 | 0.9730 | 0.1947 | -0.0017 | 0.0336 | 0.9680 | 300 | 0.2936 | | 0.0455 | 0.9710 | 0.1952 | -0.0014 | 0.0291 | 0.9670 | 600 | 0.2966 | | 0.0336 | 0.9770 | 0.1955 | -0.0010 | 0.0207 | 0.9720 |
| | 25 | 1.3657 | 0.6657 | 4.6704 | 0.9500 | 1.0016 | 0.4016 | 3.6428 | 0.9530 | 50 | 0.8532 | 0.1532 | 0.5086 | 0.9620 | 0.6866 | 0.0866 | 0.5260 | 0.9060 | 100 | 0.7318 | 0.0318 | 0.3922 | 0.9760 | 0.5595 | -0.0825 | 0.3987 | 0.9000 | 200 | 0.6588 | | 0.2796 | 0.9880 | 0.5168 | -0.0802 | 0.3115 | 0.8950 | 300 | 0.6438 | | 0.2159 | 0.8980 | 0.5202 | -0.0798 | 0.2803 | 0.9180 | 600 | 0.6540 | | 0.1551 | 0.9370 | 0.5154 | -0.0646 | 0.2561 | 0.9640 |
| | 25 | 0.3969 | | 0.3037 | 0.8480 | 0.4180 | -0.0820 | 0.2459 | 0.9850 | 50 | 0.4407 | | 0.2840 | 0.8700 | 0.4972 | -0.0283 | 0.2477 | 0.9630 | 100 | 0.5288 | 0.0294 | 0.2944 | 0.9740 | 0.5284 | 0.0284 | 0.2249 | 0.9160 | 200 | 0.5606 | 0.0206 | 0.2634 | 0.9670 | 0.5427 | 0.0227 | 0.2027 | 0.8960 | 300 | 0.5579 | 0.0179 | 0.2227 | 0.9060 | 0.5370 | 0.0170 | 0.1758 | 0.9550 | 600 | 0.5384 | 0.0104 | 0.1632 | 0.9220 | 0.5107 | 0.0107 | 0.1106 | 0.9350 |
| | 25 | 0.1717 | 0.0717 | 0.0084 | 0.9560 | 0.1991 | -0.0009 | 0.0078 | 0.9200 | 50 | 0.1843 | 0.0843 | 0.0088 | 0.9420 | 0.2296 | 0.0296 | 0.0083 | 0.9860 | 100 | 0.1673 | 0.0673 | 0.0081 | 0.9750 | 0.2219 | 0.0219 | 0.0078 | 0.9950 | 200 | 0.1507 | 0.0507 | 0.0074 | 0.8730 | 0.2140 | 0.0140 | 0.0075 | 0.7870 | 300 | 0.1371 | 0.0371 | 0.0066 | 0.7360 | 0.2110 | 0.0110 | 0.0071 | 0.8020 | 600 | 0.1493 | 0.0493 | 0.0066 | 0.7640 | 0.2262 | 0.0262 | 0.0071 | 0.8090 |
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