Estimation of incident dynamic AUC in practice

The incident/dynamic time-dependent AUC (Area Under the ROC Curve) is an appealing measure to express discriminative value of a dynamic survival model over time. However, estimation this not straightforward. Four recently proposed approaches are studied. In extensive simulation study, head-to-head comparison between these four methods made. algorithms some extended. Results illustrated with motivating from Reproductive Medicine.