A semiparametric approach for the estimation of covariate-adjusted area under the receiver operating characteristic curve

Shanshan Liu, Jianlei Huang, Guoqing Diao

Receiver operating characteristic (ROC) and the area under the ROC curve (AUC) are widely used to evaluate the discriminative ability of biomarkers. In many clinical settings, howe…