survAccuracyMeasures: Estimate accuracy measures for risk prediction markers from survival data

This package provides a function to estimate the AUC, TPR(c), FPR(c), PPV(c), and NPV(c) for for a specific timepoint and marker cutoff value c using non-parametric and semi-parametric estimators. Standard errors and confidence intervals are also computed. Either analytic or bootstrap standard errors can be computed.

Version: 1.2
Depends: survival, splines
Imports: Rcpp
LinkingTo: Rcpp, RcppArmadillo
Published: 2014-08-23
Author: Yingye Zheng, Tianxi Cai, and Marshall Brown
Maintainer: Marshall Brown <mdbrown at fhcrc.org>
License: GPL-2
URL: https://github.com/mdbrown/survRpackages
NeedsCompilation: yes
Materials: README NEWS
In views: Survival
CRAN checks: survAccuracyMeasures results

Downloads:

Reference manual: survAccuracyMeasures.pdf
Package source: survAccuracyMeasures_1.2.tar.gz
Windows binaries: r-devel: survAccuracyMeasures_1.2.zip, r-release: survAccuracyMeasures_1.2.zip, r-oldrel: survAccuracyMeasures_1.2.zip
OS X Mavericks binaries: r-release: survAccuracyMeasures_1.2.tgz, r-oldrel: survAccuracyMeasures_1.2.tgz

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