Research Article
Influence Diagnostic Methods in the Poisson Regression Model with the Liu Estimator
Table 4
Influence diagnostics detections (%) with
and
.
| | | | | | | | | | |
| 25 | 0.75 | 77.7 | 44.6 | 44.6 | 95.4 | 91.3 | 75 | 75 | 91.3 | 0.85 | 74.6 | 38.9 | 38.9 | 95.1 | 89.9 | 73 | 73 | 89.9 | 0.95 | 76.8 | 42.4 | 42.4 | 94.5 | 89.9 | 74.4 | 74.6 | 89.9 | 0.99 | 75.4 | 40.6 | 40.6 | 95.2 | 90.3 | 71.3 | 71.3 | 90.3 |
| 50 | 0.75 | 78.2 | 35.9 | 35.9 | 97.6 | 91.6 | 68 | 68 | 91.5 | 0.85 | 81 | 34.5 | 34.5 | 98 | 92.6 | 69.5 | 69.6 | 92.6 | 0.95 | 79.1 | 35.1 | 35.1 | 97 | 90.8 | 68.9 | 68.7 | 90.7 | 0.99 | 80.2 | 34.3 | 34.3 | 97.2 | 91.5 | 67.5 | 67.5 | 91.5 |
| 100 | 0.75 | 87.9 | 40.1 | 40.1 | 98.5 | 94.3 | 73.1 | 73.2 | 94.3 | 0.85 | 86.6 | 42.3 | 42.3 | 98.2 | 94 | 72 | 72 | 94 | 0.95 | 88.4 | 37.1 | 37.1 | 98.6 | 94.8 | 74.2 | 74.3 | 94.8 | 0.99 | 88.8 | 42.3 | 42.3 | 98.6 | 94.1 | 73.5 | 73.4 | 94.1 |
| 150 | 0.75 | 91.1 | 46.1 | 46.1 | 98.9 | 96.4 | 76.1 | 76.1 | 96.4 | 0.85 | 90.3 | 39.2 | 39.2 | 99.8 | 95.6 | 72.4 | 72.4 | 95.6 | 0.95 | 90.2 | 38.8 | 38.8 | 99 | 95.9 | 72 | 72.1 | 95.9 | 0.99 | 89.8 | 39.1 | 39.1 | 99.2 | 95.5 | 74.7 | 74.7 | 95.5 |
| 200 | 0.75 | 93 | 44.9 | 44.9 | 99.3 | 96.4 | 75.9 | 76 | 96.4 | 0.85 | 93.2 | 43.6 | 43.6 | 99.6 | 96.6 | 77.6 | 77.7 | 96.6 | 0.95 | 91.9 | 41.9 | 41.9 | 99.2 | 96.9 | 73.4 | 73.4 | 96.9 | 0.99 | 92.6 | 40.3 | 40.3 | 99.5 | 96.3 | 74.3 | 74.2 | 96.3 |
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