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ROCS: Receiver Operating Characteristics Surface

Plots the Receiver Operating Characteristics Surface for high-throughput class-skewed data, calculates the Volume under the Surface (VUS) and the FDR-Controlled Area Under the Curve (FCAUC), and conducts tests to compare two ROC surfaces. Computes eROC curve and the corresponding AUC for imperfect reference standard.

Version: 1.4
Depends: rgl, poibin
Published: 2025-06-04
DOI: 10.32614/CRAN.package.ROCS
Author: Tianwei Yu [aut, cre], Peizhou Liao [ctb]
Maintainer: Tianwei Yu <yutianwei at cuhk.edu.cn>
License: GPL-2
NeedsCompilation: no
CRAN checks: ROCS results

Documentation:

Reference manual: ROCS.pdf

Downloads:

Package source: ROCS_1.4.tar.gz
Windows binaries: r-devel: ROCS_1.4.zip, r-release: ROCS_1.4.zip, r-oldrel: ROCS_1.4.zip
macOS binaries: r-release (arm64): ROCS_1.4.tgz, r-oldrel (arm64): ROCS_1.4.tgz, r-release (x86_64): ROCS_1.4.tgz, r-oldrel (x86_64): ROCS_1.4.tgz
Old sources: ROCS archive

Linking:

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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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