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.
Package details |
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Author | Xiaoyang Li [aut, cre], Zhe Yin [aut], Liang Li [aut, ths] |
Maintainer | Xiaoyang Li <xli35@mdanderson.org> |
License | MIT + file LICENSE |
Version | 2.0 |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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