Table 4:
Simulation results for single-index model (22) in simulation example 3 in Section 4.1
| ρ | p | RANK |
RANK+ |
RANKs |
RANKs+ |
||||
|---|---|---|---|---|---|---|---|---|---|
| FDR | Power | FDR | Power | FDR | Power | FDR | Power | ||
| 0 | 200 | 0.1893 | 1 | 0.1413 | 1 | 0.1899 | 1 | 0.1383 | 1 |
| 400 | 0.2163 | 1 | 0.1598 | 1 | 0.245 | 0.998 | 0.1676 | 0.997 | |
| 600 | 0.2166 | 1 | 0.1358 | 1 | 0.2314 | 0.999 | 0.1673 | 0.998 | |
| 800 | 0.1964 | 1 | 0.1406 | 1 | 0.2443 | 0.992 | 0.1817 | 0.992 | |
| 1000 | 0.2051 | 1 | 0.134 | 1 | 0.2431 | 0.969 | 0.1611 | 0.962 | |
| 0.5 | 200 | 0.2189 | 1 | 0.1591 | 1 | 0.2322 | 1 | 0.1626 | 1 |
| 400 | 0.2005 | 1 | 0.1314 | 1 | 0.2099 | 0.996 | 0.1615 | 0.995 | |
| 600 | 0.2064 | 1 | 0.1426 | 1 | 0.2331 | 0.998 | 0.1726 | 0.998 | |
| 800 | 0.2049 | 1 | 0.1518 | 1 | 0.2288 | 0.994 | 0.1701 | 0.994 | |
| 1000 | 0.2259 | 1 | 0.1423 | 1 | 0.2392 | 0.985 | 0.185 | 0.983 | |