Research Article
Influence Diagnostic Methods in the Poisson Regression Model with the Liu Estimator
Table 1
Influence diagnostics detections (%) with
and
.
| | | | | | | | | | |
| 25 | 0.75 | 79.2 | 47.5 | 47.5 | 96.1 | 91.8 | 77 | 76.9 | 91.8 | 0.85 | 77.6 | 42.4 | 42.4 | 95.1 | 91.1 | 75.7 | 75.8 | 90.9 | 0.95 | 79.5 | 44.9 | 44.9 | 95.1 | 90.2 | 77.1 | 77.1 | 90.2 | 0.99 | 75.6 | 40 | 40 | 94.5 | 90.3 | 72.2 | 72.2 | 90.3 |
| 50 | 0.75 | 80.9 | 37.1 | 37.1 | 97 | 91.9 | 71 | 71.1 | 91.9 | 0.85 | 81 | 35.9 | 35.9 | 97.6 | 91 | 70.7 | 70.5 | 91 | 0.95 | 79.3 | 32.6 | 32.6 | 97.3 | 90.8 | 68.8 | 68.7 | 90.8 | 0.99 | 78.5 | 33.2 | 33.2 | 96.1 | 91.2 | 68.2 | 68.1 | 91.2 |
| 100 | 0.75 | 89.5 | 42.2 | 42.2 | 98.6 | 95.9 | 73.9 | 73.7 | 95.9 | 0.85 | 87.5 | 37.9 | 37.9 | 99 | 94.4 | 72.8 | 72.7 | 94.4 | 0.95 | 86.3 | 35.7 | 35.7 | 97.9 | 94.8 | 70.1 | 70.1 | 94.8 | 0.99 | 86.9 | 39.1 | 39.1 | 98.4 | 95.4 | 74.2 | 74.4 | 95.4 |
| 150 | 0.75 | 91 | 45 | 45 | 99.2 | 96.1 | 76.8 | 76.9 | 96.1 | 0.85 | 89.1 | 39.3 | 39.3 | 98.7 | 95.3 | 72.6 | 72.6 | 95.3 | 0.95 | 90.8 | 38.3 | 38.3 | 99.2 | 96 | 73 | 72.9 | 96 | 0.99 | 88.2 | 39.7 | 39.7 | 99 | 94.9 | 71.8 | 71.8 | 94.9 |
| 200 | 0.75 | 91.6 | 47.4 | 47.4 | 99.3 | 96.5 | 75.4 | 75.5 | 96.5 | 0.85 | 91.4 | 42.7 | 42.7 | 99.1 | 96.7 | 73.5 | 73.5 | 96.7 | 0.95 | 90.7 | 41.1 | 41.1 | 99.9 | 95.3 | 72.5 | 72.5 | 95.3 | 0.99 | 93.8 | 41.3 | 41.3 | 99.3 | 96.8 | 75.6 | 75.5 | 96.8 |
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