Research Article
Influence Diagnostics in Log-Normal Regression Model with Censored Data
Table 1
Percentage of influential diagnostics at
.
| Censoring (%) | | | | | | | |
| 0 | 1 | 50 | 37.9 | 99.2 | 100.0 | 100.0 | 100.0 | 100 | 40.5 | 95.2 | 100.0 | 100.0 | 99.6 | 150 | 81.3 | 88.8 | 100.0 | 100.0 | 98.7 | 200 | 82.4 | 81.6 | 100.0 | 100.0 | 98.3 | 3 | 50 | 56.7 | 99.7 | 99.6 | 100.0 | 99.9 | 100 | 46.5 | 97.7 | 99.8 | 100.0 | 99.7 | 150 | 73.3 | 93.6 | 100.0 | 100.0 | 99.9 | 200 | 85.6 | 91.7 | 99.9 | 100.0 | 99.7 | 9 | 50 | 49.5 | 99.9 | 100.0 | 100.0 | 100.0 | 100 | 61.4 | 98.5 | 99.9 | 100.0 | 99.8 | 150 | 84.3 | 95.2 | 100.0 | 100.0 | 99.8 | 200 | 97.2 | 91.4 | 99.6 | 100.0 | 99.9 |
| 10 | 1 | 50 | 64.8 | 99.2 | 81.4 | 88.6 | 98.6 | 100 | 75.9 | 93.7 | 93.8 | 83.4 | 94.2 | 150 | 76.2 | 87.0 | 94.6 | 81.5 | 89.5 | 200 | 77.3 | 80.4 | 95.3 | 78.8 | 81.3 | 3 | 50 | 40.4 | 98.7 | 35.2 | 87.4 | 98.6 | 100 | 72.0 | 96.8 | 62.9 | 83.6 | 97.7 | 150 | 70.6 | 92.0 | 73.6 | 80.9 | 95.3 | 200 | 78.4 | 89.2 | 83.5 | 82.3 | 93.8 | 9 | 50 | 29.4 | 99.4 | 16.0 | 87.2 | 99.4 | 100 | 59.4 | 96.3 | 33.7 | 82.3 | 98.7 | 150 | 61.5 | 93.4 | 41.3 | 80.3 | 97.9 | 200 | 64.7 | 90.7 | 40.5 | 78.7 | 97.1 |
| 20 | 1 | 50 | 64.8 | 98.1 | 81.9 | 87.6 | 98.0 | 100 | 60.3 | 94.9 | 92.1 | 79.3 | 96.0 | 150 | 62.5 | 90.0 | 95.9 | 82.4 | 90.8 | 200 | 57.9 | 85.1 | 98.0 | 76.6 | 86.1 | 3 | 50 | 47.4 | 98.9 | 48.5 | 85.5 | 99.5 | 100 | 55.8 | 97.1 | 58.3 | 81.5 | 98.0 | 150 | 61.2 | 93.1 | 71.6 | 79.1 | 95.7 | 200 | 60.1 | 92.8 | 83.8 | 78.3 | 96.2 | 9 | 50 | 40.8 | 98.8 | 37.2 | 85.3 | 99.4 | 100 | 50.9 | 97.0 | 40.2 | 78.4 | 99.2 | 150 | 51.3 | 95.1 | 43.5 | 76.6 | 98.0 | 200 | 56.7 | 93.9 | 54.3 | 78.5 | 97.6 |
| 30 | 1 | 50 | 51.1 | 98.1 | 76.9 | 84.3 | 98.2 | 100 | 55.4 | 95.7 | 91.0 | 82.5 | 96.6 | 150 | 49.9 | 93.7 | 98.7 | 80.7 | 93.1 | 200 | 45.9 | 89.1 | 99.4 | 78.3 | 86.8 | 3 | 50 | 46.9 | 98.8 | 45.5 | 85.9 | 99.2 | 100 | 46.5 | 97.6 | 53.3 | 83.6 | 98.4 | 150 | 48.7 | 96.3 | 79.9 | 76.7 | 97.4 | 200 | 46.3 | 91.6 | 95.0 | 74.2 | 95.5 | 9 | 50 | 40.5 | 99.0 | 28.4 | 82.2 | 99.8 | 100 | 45.3 | 97.9 | 43.2 | 79.1 | 99.5 | 150 | 42.8 | 97.2 | 56.4 | 79.2 | 98.9 | 200 | 45.9 | 96.0 | 73.0 | 70.5 | 98.0 |
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