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caROC: Continuous Biomarker Evaluation with Adjustment of Covariates

Compute covariate-adjusted specificity at controlled sensitivity level, or covariate-adjusted sensitivity at controlled specificity level, or covariate-adjust receiver operating characteristic curve, or covariate-adjusted thresholds at controlled sensitivity/specificity level. All statistics could also be computed for specific sub-populations given their covariate values. Methods are described in Ziyi Li, Yijian Huang, Datta Patil, Martin G. Sanda (2021+) "Covariate adjustment in continuous biomarker assessment".

Version: 0.1.5
Depends: R (≥ 4.0), quantreg, RColorBrewer
Suggests: knitr, rmarkdown
Published: 2021-04-02
DOI: 10.32614/CRAN.package.caROC
Author: Ziyi Li
Maintainer: Ziyi Li <zli16 at mdanderson.org>
License: GPL-2
NeedsCompilation: no
CRAN checks: caROC results

Documentation:

Reference manual: caROC.pdf
Vignettes: Evaluate continuous biomarkers with caROC

Downloads:

Package source: caROC_0.1.5.tar.gz
Windows binaries: r-devel: caROC_0.1.5.zip, r-release: caROC_0.1.5.zip, r-oldrel: caROC_0.1.5.zip
macOS binaries: r-release (arm64): caROC_0.1.5.tgz, r-oldrel (arm64): caROC_0.1.5.tgz, r-release (x86_64): caROC_0.1.5.tgz, r-oldrel (x86_64): caROC_0.1.5.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=caROC 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.
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