Table 3 Multivariable logistic regression model variables selected by Lasso penalized selection method.
From: Metabolomics biomarkers to predict acamprosate treatment response in alcohol-dependent subjects
Predictor | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 |
|---|---|---|---|---|---|
Intercept | −0.601 | 0.558 | 0.643 | 0.252 | 0.340 |
Baseline PACS | −0.015 | −0.061 | −0.057 | −0.005 | −0.023 |
Aspartate | 0.026 | 0.034 | 0.030 | 0.012 | 0.014 |
Methylhistidine | −0.006 | −0.001 | — | −0.027 | — |
Ammonia | 0.009 | — | — | 0.005 | — |
Taurine | — | 0.003 | — | — | 0.001 |
Threonine | — | −0.003 | — | — | — |
Phosphoethanolamine | — | — | — | — | 0.012 |
Gender (male) | 0.554 | — | — | 0.182 | — |
Caucasian | 0.110 | — | — | — | — |
