Table 1 The penalized Cox regression coefficients of selected miRNAs from three methods
Gene name | Elastic-net | Lasso | Adaptive lasso |
|---|---|---|---|
miR-21 | 0.513 | 0.705 | 1.049 |
miR-223 | 0.117 | 0.129 | 0.117 |
miR-146b | 0.083 | 0.017 | – |
miR-30b | 0.068 | 0.057 | 0.061 |
miR-3613 | 0.058 | 0.034 | – |
miR-187 | 0.045 | 0.053 | – |
miR-203 |  − 0.011 | – | – |
miR-514-3 |  − 0.019 | – | – |
miR-129-2 |  − 0.037 |  − 0.003 | – |
miR-200a |  − 0.071 |  − 0.060 | – |
miR-508 |  − 0.130 |  − 0.151 |  − 0.349 |
miR-1.2 |  − 0.146 |  − 0.171 |  − 0.271 |
miR-934 |  − 0.268 |  − 0.205 |  − 1.248 |