Table 2 The simulation II results (p-value)
From: Dimension reduction with gene expression data using targeted variable importance measurement
| Â | Simulation | |||||
|---|---|---|---|---|---|---|
| Â | Linear | Polynomial | ||||
| Â | R 2 | T.P | F.P. | R 2 | T.P. | F.P. |
UR-VIM | 0.2887 | 13.8 | 605.3 | 0.1851 | 13.4 | 555.9 |
| 0.4849 | 16.6 | 280.5 | 0.3245 | 14.7 | 255.5 |
| 0.6289 | 19.7 | 29.1 | 0.4203 | 17.9 | 24 |
TMLE-VIM(λ) | 0.6479 | 20 | 41.6 | 0.4498 | 19.2 | 105.9 |
