Research Article
A Penalized h-Likelihood Variable Selection Algorithm for Generalized Linear Regression Models with Random Effects
Table 2
Simulation summary of PHSpline for six examples.
| Example | | Underfitted (%) | Correctly fitted (%) | Overfitted (%) | Correct zeros (%) | Incorrect zeros (%) | 1 | 2 | 3 |
| 1 | 5 | 0 | 100 | 0 | 0 | 0 | 100 | 0 | 2 | 5 | 0 | 94 | 2 | 2 | 0 | 98.8 | 0 | 3 | 3 | 0 | 74 | 14 | 8 | 4 | 93.3 | 0 | 4 | 3 | 0 | 69 | 16 | 10 | 5 | 84.4 | 0 | 5 | 3 | 0 | 71 | 20 | 2 | 7 | 93.1 | 0 | 6 | 3 | 0 | 64 | 21 | 6 | 9 | 88.3 | 0 |
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