Nonparametric methodology for the time-dependent partial area under the ROC curve

► We propose nonparametric estimators for the time-dependent pAUC. ► The asymptotic Gaussian processes of the estimators are established. ► A simple and easily implemented procedure for bandwidth selection is proposed.