Table 3.
Censoring Percentage |
ρ for Correlation |
Method |
|||
---|---|---|---|---|---|
Lasso | Adaptive Lasso | Proposed Method | |||
Model 1 | 25% | 0 | 0.213 (0.124) | 0.072 (0.068) | 0.063 (0.065) |
0.5 | 0.219 (0.136) | 0.071 (0.068) | 0.069 (0.065) | ||
40% | 0 | 0.337 (0.209) | 0.168 (0.144) | 0.117 (0.219) | |
0.5 | 0.351 (0.215) | 0.162 (0.172) | 0.118 (0.216) | ||
| |||||
Model 2 | 25% | 0 | 0.118 (0.053) | 0.105 (0.055) | 0.042 (0.041) |
0.5 | 0.131 (0.059) | 0.130 (0.059) | 0.054 (0.048) | ||
40% | 0 | 0.117 (0.053) | 0.122 (0.058) | 0.061 (0.062) | |
0.5 | 0.137 (0.066) | 0.142 (0.068) | 0.082 (0.078) |