Table 4. Coefficient estimation accuracy (cor=0.6; m = 300).
| n:p =2500:50 | n:p =40:50 | |
|---|---|---|
| Regression method | Coefficient estimate error | Coefficient estimate error |
| Elastic-Net | 0.0135 | 0.474 |
| Lasso | 0.0162 | 0.210 |
| SCAD | 0.0121 | 0.147 |
| Adaptive-Lasso | 0.0134 | 0.288 |
| n:p =2500:50 | n:p =40:50 | |
|---|---|---|
| Regression method | Coefficient estimate error | Coefficient estimate error |
| Elastic-Net | 0.0135 | 0.474 |
| Lasso | 0.0162 | 0.210 |
| SCAD | 0.0121 | 0.147 |
| Adaptive-Lasso | 0.0134 | 0.288 |