Table 1.
Simulation: empirical coverage probability under Case 1. (SS, FR, Cor) = (sample size, failure rate, correlation structure). Targeted coverage is 95%.
| Proposed | ||||
|---|---|---|---|---|
| (SS, FR, Cor) | MCP | LASSO | Oracle | Only.X |
| (450, 60%, Ind) | 0.955 | 0.922 | 0.950 | 0.790 |
| (300, 90%, Ind) | 0.938 | 0.935 | 0.968 | 0.935 |
| (300, 60%, Ind) | 0.943 | 0.838 | 0.940 | 0.863 |
| (450, 60%, AR) | 0.945 | 0.970 | 0.885 | 0.818 |
| (300, 90%, AR) | 0.922 | 0.955 | 0.945 | 0.897 |
| (300, 60%, AR) | 0.943 | 0.943 | 0.902 | 0.905 |
| (450, 60%, CS) | 0.965 | 0.968 | 0.940 | 0.938 |
| (300, 90%, CS) | 0.892 | 0.907 | 0.978 | 0.887 |
| (300, 60%, CS) | 0.910 | 0.917 | 0.897 | 0.938 |