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.
Version: 2.0 Depends: R (≥ 3.6.0) Imports: survival (≥ 3.4), graphics (≥ 4.2.2), stats (≥ 4.2.2), Rcpp (≥ 1.0.10), magrittr (≥ 2.0.3) LinkingTo: Rcpp (≥ 1.0.10) Published: 2023-12-13 DOI: 10.32614/CRAN.package.tdROC Author: Xiaoyang Li [aut, cre], Zhe Yin [aut], Liang Li [aut, ths] Maintainer: Xiaoyang Li <xli35 at mdanderson.org> License: MIT + file LICENSE NeedsCompilation: yes In views: Survival CRAN checks: tdROC results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=tdROC to link to this page.
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