Research Article
A Two-Stage Penalized Logistic Regression Approach to Case-Control Genome-Wide Association Studies
Table 3
The simulated average PDR and FDR under Model 2: multiplicative effects within loci but not between loci.
| | | | PDR | FDR | TPLR | MT | TPLR | MT |
| (800,1000) | 0.5 | 0.1 | 0.265 | 0.175 | 0.086 | 0.352 | 0.5 | 0.2 | 0.650 | 0.550 | 0.071 | 0.763 | 0.7 | 0.1 | 0.790 | 0.710 | 0.048 | 0.758 | 0.7 | 0.2 | 0.950 | 1.000 | 0.050 | 0.954 |
| (800,5000) | 0.5 | 0.1 | 0.175 | 0.085 | 0.079 | 0.595 | 0.5 | 0.2 | 0.610 | 0.405 | 0.077 | 0.928 | 0.7 | 0.1 | 0.720 | 0.480 | 0.062 | 0.776 | 0.7 | 0.2 | 0.940 | 0.930 | 0.051 | 0.980 |
|
|