The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

timeROC: Time-Dependent ROC Curve and AUC for Censored Survival Data

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) <doi:10.1002/sim.5958> and references therein for the details of the methods implemented in the package.

Version: 0.4
Depends: R (≥ 2.9.1)
Imports: pec (≥ 2.4.4), mvtnorm (≥ 1.0-1)
Suggests: survival, timereg
Published: 2019-12-18
DOI: 10.32614/CRAN.package.timeROC
Author: Paul Blanche
Maintainer: Paul Blanche <paulfblanche at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: timeROC citation info
Materials: NEWS
In views: Survival
CRAN checks: timeROC results

Documentation:

Reference manual: timeROC.pdf

Downloads:

Package source: timeROC_0.4.tar.gz
Windows binaries: r-devel: timeROC_0.4.zip, r-release: timeROC_0.4.zip, r-oldrel: timeROC_0.4.zip
macOS binaries: r-release (arm64): timeROC_0.4.tgz, r-oldrel (arm64): timeROC_0.4.tgz, r-release (x86_64): timeROC_0.4.tgz, r-oldrel (x86_64): timeROC_0.4.tgz
Old sources: timeROC archive

Reverse dependencies:

Reverse imports: ePCR, FastJM, JMH, jsmodule, survcompare

Linking:

Please use the canonical form https://CRAN.R-project.org/package=timeROC to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.