Evaluating the role of correlation among markers in prediction models

Sergio Sabroso-Lasa, Luis Mariano Esteban, Tomás Alcalá-Nalvaiz +2

Different methods have been employed to estimate models maximizing the area under the receiver operating characteristic curve (ROC-AUC). Once a model is developed, integrating nove…