Research Article
Influence Diagnostic Methods in the Poisson Regression Model with the Liu Estimator
Table 5
Influence diagnostics detections (%) with
and
.
| | | | | | | | | | |
| 25 | 0.75 | 72.7 | 47.5 | 47.5 | 94.6 | 89.1 | 76.1 | 76.2 | 89.1 | 0.85 | 73.5 | 46.1 | 46.1 | 94.7 | 88.7 | 77.4 | 77.4 | 88.7 | 0.95 | 69.9 | 41.2 | 41.2 | 91.9 | 86.5 | 73.7 | 73.8 | 86.5 | 0.99 | 70.3 | 42.5 | 42.5 | 94.2 | 87.6 | 73.6 | 73.6 | 87.6 |
| 50 | 0.75 | 79.6 | 40.6 | 40.6 | 96.4 | 91.2 | 75.1 | 75.1 | 91.2 | 0.85 | 76.5 | 37.1 | 37.1 | 97.4 | 91.2 | 73.6 | 73.4 | 91.2 | 0.95 | 78.9 | 38.8 | 38.8 | 96.8 | 89.6 | 74 | 74 | 89.6 | 0.99 | 74.4 | 36.1 | 36.1 | 97.7 | 90.5 | 71 | 70.9 | 90.5 |
| 100 | 0.75 | 87 | 45.5 | 45.5 | 99.1 | 95.7 | 76.2 | 76.1 | 95.7 | 0.85 | 84.1 | 41.2 | 41.2 | 97.8 | 93.7 | 73.5 | 73.5 | 93.7 | 0.95 | 84.3 | 38.4 | 38.4 | 98.4 | 94.5 | 73.5 | 73.5 | 94.5 | 0.99 | 86 | 38.3 | 38.3 | 98.9 | 94.5 | 74.4 | 74.3 | 94.5 |
| 150 | 0.75 | 89.5 | 46.3 | 46.3 | 99.1 | 95.9 | 77.3 | 77.3 | 95.9 | 0.85 | 89.5 | 44.4 | 44.4 | 99.2 | 96 | 77.7 | 77.6 | 96 | 0.95 | 89.6 | 41.9 | 41.9 | 99.1 | 95.8 | 76.3 | 76.4 | 95.8 | 0.99 | 86.8 | 38.8 | 38.8 | 98.4 | 94.3 | 71.5 | 71.5 | 94.3 |
| 200 | 0.75 | 90.9 | 47.3 | 47.3 | 98.8 | 96.4 | 79.9 | 79.8 | 96.4 | 0.85 | 89.3 | 43.8 | 43.8 | 99.2 | 95.5 | 76 | 75.9 | 95.5 | 0.95 | 89.6 | 41.5 | 41.5 | 99.6 | 95.5 | 75.8 | 75.8 | 95.5 | 0.99 | 89.6 | 41.9 | 41.9 | 99.1 | 95.9 | 72.6 | 72.7 | 95.9 |
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