Research Article
A New Two-Parameter Burr-Hatke Distribution: Properties and Bayesian and Non-Bayesian Inference with Applications
Table 5
Partial and overall ranks of the ten estimation methods for the IPBH distribution.
| | Parameter | n | Classical | Bayesian | | MLE | ADE | CVME | MPSE | LSE | RTADE | WLSE | SE | LN | GE |
| | 20 | 7 | 5 | 9.5 | 4 | 8 | 9.5 | 6 | 2 | 1 | 3 | | 50 | 6 | 5 | 9 | 4 | 8 | 10 | 7 | 1 | 3 | 2 | | 100 | 4.5 | 7 | 10 | 4.5 | 8 | 9 | 6 | 2 | 1 | 3 | | 200 | 5 | 7 | 9 | 4 | 8 | 10 | 6 | 1 | 2.5 | 2.5 | | 350 | 4 | 5 | 9 | 6 | 8 | 10 | 7 | 3 | 1.5 | 1.5 |
| | 20 | 7 | 5 | 9.5 | 4 | 8 | 9.5 | 6 | 2 | 1 | 3 | | 50 | 6 | 5 | 9 | 4 | 8 | 10 | 7 | 1 | 3 | 2 | | 100 | 4.5 | 7 | 10 | 4.5 | 8 | 9 | 6 | 2 | 1 | 3 | | 200 | 5 | 7 | 9 | 4 | 8 | 10 | 6 | 1 | 2.5 | 2.5 | | 350 | 4 | 5 | 9 | 6 | 8 | 10 | 7 | 3 | 1.5 | 1.5 |
| | 20 | 6 | 5 | 10 | 4 | 8 | 9 | 7 | 2 | 3 | 1 | | 50 | 5 | 6 | 8 | 4 | 9 | 10 | 7 | 1 | 3 | 2 | | 100 | 5 | 6 | 8.5 | 4 | 8.5 | 10 | 7 | 1 | 3 | 2 | | 200 | 5 | 6.5 | 9.5 | 4 | 8 | 9.5 | 6.5 | 1 | 3 | 2 | | 350 | 3 | 5.5 | 9 | 5.5 | 8 | 10 | 7 | 1 | 3 | 3 |
| | 20 | 6 | 5 | 9 | 4 | 7 | 10 | 8 | 1 | 3 | 2 | | 50 | 5.5 | 5.5 | 10 | 4 | 8 | 9 | 7 | 1 | 3 | 2 | | 100 | 4 | 6.5 | 9.5 | 5 | 8 | 9.5 | 6.5 | 1 | 3 | 2 | | 200 | 2.5 | 6 | 8 | 2.5 | 9 | 10 | 7 | 1 | 5 | 4 | | 350 | 4.5 | 6 | 9 | 4.5 | 8 | 10 | 7 | 1 | 3 | 2 | | 99.5 | 116 | 183.5 | 86.5 | 161.5 | 194 | 134 | 29 | 50 | 46 | | Overall rank | 5 | 6 | 9 | 4 | 8 | 10 | 7 | 1 | 3 | 2 |
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