Statistical learning of blunt cerebrovascular injury risk factors using the elastic net.

Elastic net statistical learning methods identified additional risk factors and outperformed multiple logistic regression for BCVI. Elastic net allows the study of a large number of variables, and is useful when covariates are correlated.