timeROC (version 0.4)

Time-Dependent ROC Curve and AUC for Censored Survival Data

Description

Estimation of time-dependent ROC curve and area under time dependent ROC curve (AUC) in the presence of censored data, with or without competing risks. Confidence intervals of AUCs and tests for comparing AUCs of two rival markers measured on the same subjects can be computed, using the iid-representation of the AUC estimator. Plot functions for time-dependent ROC curves and AUC curves are provided. Time-dependent Positive Predictive Values (PPV) and Negative Predictive Values (NPV) can also be computed. See Blanche et al. (2013) and references therein for the details of the methods implemented in the package.

Copy Link

Version

Down Chevron

Install

install.packages('timeROC')

Monthly Downloads

2,267

Version

0.4

License

GPL (>= 2)

Maintainer

Last Published

December 18th, 2019

Functions in timeROC (0.4)