Non-parametric estimation of a time-dependent predictive accuracy curve
Non-parametric estimation of a time-dependent predictive accuracy curve
A major biomedical goal associated with evaluating a candidate biomarker or developing a predictive model score for event-time outcomes is to accurately distinguish between incident cases from the controls surviving beyond t throughout the entire study period. Extensions of standard binary classification measures like time-dependent sensitivity, specificity, and receiver operating …