Research Article
Parameter Estimation and Joint Confidence Regions for the Parameters of the Generalized Lindley Distribution
Table 4
Results of the methods for constructing joint confidence regions for (
λ,
α) with confidence level
.
| | Methods | | | | | | |
| | | Mean area | 8.0701 | 10.5512 | 15.5331 | 17.6929 | 21.8188 | Coverage rate | 0.96 | 0.949 | 0.949 | 0.952 | 0.959 | | Mean area | 3.0543 | 3.7328 | 4.7094 | 5.2673 | 6.1423 | Coverage rate | 0.964 | 0.956 | 0.95 | 0.949 | 0.952 |
| 40 | | Mean area | 6.2578 | 8.0063 | 10.1501 | 12.8546 | 15.722 | Coverage rate | 0.942 | 0.963 | 0.962 | 0.942 | 0.942 | | Mean area | 2.211 | 2.6583 | 3.1734 | 3.6342 | 4.174 | Coverage rate | 0.949 | 0.951 | 0.956 | 0.948 | 0.953 |
| | | Mean area | 4.7221 | 6.71 | 8.016 | 10.0739 | 12.373 | Coverage rate | 0.951 | 0.935 | 0.958 | 0.944 | 0.955 | | Mean area | 1.6762 | 2.0329 | 2.404 | 2.798 | 3.201 | Coverage rate | 0.95 | 0.931 | 0.956 | 0.959 | 0.947 |
| | | Mean area | 4.3159 | 5.4371 | 7.1443 | 8.3226 | 10.2957 | Coverage rate | 0.954 | 0.939 | 0.953 | 0.94 | 0.951 | | Mean area | 1.4017 | 1.6443 | 1.9985 | 2.2489 | 2.5635 | Coverage rate | 0.954 | 0.943 | 0.952 | 0.944 | 0.96 |
| | | Mean area | 3.1997 | 4.2806 | 5.3322 | 6.392 | 7.7788 | Coverage rate | 0.951 | 0.956 | 0.951 | 0.957 | 0.948 | | Mean area | 1.0114 | 1.2325 | 1.4396 | 1.6863 | 1.8538 | Coverage rate | 0.947 | 0.956 | 0.955 | 0.951 | 0.942 |
| | | Mean area | 2.6803 | 3.4994 | 4.418 | 5.4509 | 6.3339 | Coverage rate | 0.951 | 0.947 | 0.965 | 0.947 | 0.951 | | Mean area | 0.7938 | 0.9673 | 1.1306 | 1.3265 | 1.4548 | Coverage rate | 0.947 | 0.945 | 0.962 | 0.943 | 0.964 |
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