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ROCnReg: ROC Curve Inference with and without Covariates

Estimates the pooled (unadjusted) Receiver Operating Characteristic (ROC) curve, the covariate-adjusted ROC (AROC) curve, and the covariate-specific/conditional ROC (cROC) curve by different methods, both Bayesian and frequentist. Also, it provides functions to obtain ROC-based optimal cutpoints utilizing several criteria. Based on Erkanli, A. et al. (2006) <doi:10.1002/sim.2496>; Faraggi, D. (2003) <doi:10.1111/1467-9884.00350>; Gu, J. et al. (2008) <doi:10.1002/sim.3366>; Inacio de Carvalho, V. et al. (2013) <doi:10.1214/13-BA825>; Inacio de Carvalho, V., and Rodriguez-Alvarez, M.X. (2022) <doi:10.1214/21-STS839>; Janes, H., and Pepe, M.S. (2009) <doi:10.1093/biomet/asp002>; Pepe, M.S. (1998) <http://www.jstor.org/stable/2534001?seq=1>; Rodriguez-Alvarez, M.X. et al. (2011a) <doi:10.1016/j.csda.2010.07.018>; Rodriguez-Alvarez, M.X. et al. (2011a) <doi:10.1007/s11222-010-9184-1>. Please see Rodriguez-Alvarez, M.X. and Inacio, V. (2021) <doi:10.32614/RJ-2021-066> for more details.

Version: 1.0-9
Imports: stats, grDevices, graphics, splines, np, Matrix, moments, nor1mix, spatstat.univar, lattice, MASS, pbivnorm, parallel
Published: 2024-05-31
DOI: 10.32614/CRAN.package.ROCnReg
Author: Maria Xose Rodriguez-Alvarez ORCID iD [aut, cre], Vanda Inacio ORCID iD [aut]
Maintainer: Maria Xose Rodriguez-Alvarez <mxrodriguez at uvigo.es>
License: GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation: no
Citation: ROCnReg citation info
Materials: NEWS
CRAN checks: ROCnReg results

Documentation:

Reference manual: ROCnReg.pdf

Downloads:

Package source: ROCnReg_1.0-9.tar.gz
Windows binaries: r-devel: ROCnReg_1.0-9.zip, r-release: ROCnReg_1.0-9.zip, r-oldrel: ROCnReg_1.0-9.zip
macOS binaries: r-release (arm64): ROCnReg_1.0-9.tgz, r-oldrel (arm64): ROCnReg_1.0-9.tgz, r-release (x86_64): ROCnReg_1.0-9.tgz, r-oldrel (x86_64): ROCnReg_1.0-9.tgz
Old sources: ROCnReg archive

Reverse dependencies:

Reverse suggests: DATAstudio

Linking:

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