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fpROC: Fast Partial Receiver Operating Characteristic (ROC) Test for Ecological Niche Modeling

Provides optimized 'C++' code for computing the partial Receiver Operating Characteristic (ROC) test used in niche and species distribution modeling. The implementation follows Peterson et al. (2008) <doi:10.1016/j.ecolmodel.2007.11.008>. Parallelization via 'OpenMP' was implemented with assistance from the 'DeepSeek' Artificial Intelligence Assistant (<https://www.deepseek.com/>).

Version: 0.1.0
Imports: Rcpp (≥ 1.0.7), stats, terra
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (≥ 3.0.0)
Published: 2025-07-16
DOI: 10.32614/CRAN.package.fpROC
Author: Luis Osorio-Olvera ORCID iD [aut, cre], Marlon E. Cobos ORCID iD [aut], Rusby G. Contreras-Díaz ORCID iD [aut], Weverton Trindade ORCID iD [ctb], Luis F. Arias-Giraldo ORCID iD [ctb]
Maintainer: Luis Osorio-Olvera <luismurao at gmail.com>
BugReports: https://github.com/luismurao/fpROC/issues
License: GPL-3
URL: https://luismurao.github.io/fpROC/
NeedsCompilation: yes
SystemRequirements: GNU make, OpenMP, TBB
Materials: README, NEWS
CRAN checks: fpROC results

Documentation:

Reference manual: fpROC.html , fpROC.pdf

Downloads:

Package source: fpROC_0.1.0.tar.gz
Windows binaries: r-devel: fpROC_0.1.0.zip, r-release: fpROC_0.1.0.zip, r-oldrel: fpROC_0.1.0.zip
macOS binaries: r-release (arm64): fpROC_0.1.0.tgz, r-oldrel (arm64): fpROC_0.1.0.tgz, r-release (x86_64): fpROC_0.1.0.tgz, r-oldrel (x86_64): fpROC_0.1.0.tgz

Linking:

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