ROC curves based on multivariable stepwise penalized logistic regression models (stepPLR) using the stratified male-only subset. The age-adjusted final model for λ = 0.1 showed the best performance in terms of AUC. A clear distinction is seen in the ROC curves for age-adjusted models compared to age-unadjusted models. Age-adjusted models demonstrated superior performance overall across all choices of λ. See Table 1 for detailed results and the text for discussion of these results.
Wang et al. BMC Medical Genomics 2013 6(Suppl 3):S9 doi:10.1186/1755-8794-6-S3-S9