tdROC: Nonparametric Estimation of Time-Dependent ROC, Brier Score, and
Survival Difference from Right Censored Time-to-Event Data with
or without Competing Risks
The tdROC package facilitates the estimation of time-dependent ROC
(Receiver Operating Characteristic) curves and the Area Under the time-dependent
ROC Curve (AUC) in the context of survival data, accommodating scenarios with
right censored data and the option to account for competing risks. In addition
to the ROC/AUC estimation, the package also estimates time-dependent Brier score and
survival difference. Confidence intervals of various estimated quantities can be
obtained from bootstrap. The package also offers plotting functions for visualizing
time-dependent ROC curves.
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