tdROC
swMATH35437CRANtdROCMaRDI QIDQ47145
Nonparametric Estimation of Time-Dependent ROC, Brier Score, and Survival Difference from Right Censored Time-to-Event Data with or without Competing Risks
Xiaoyang Li, Zhe Yin, Liang Li
Last update: 13 December 2023
Copyright license: MIT license, File License
Software version identifier: 1.0, 2.0
Source code repository: https://github.com/cran/tdROC
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.
Related Items (1)
This page was built for software: tdROC
