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depthR: Multivariate Depth Functions for General Dimension

Efficient computation of multivariate statistical depth functions in arbitrary dimension d. Implements Mahalanobis depth, Tukey (halfspace) depth, Liu simplicial depth (via adaptive Monte Carlo), projection depth, and spatial depth. Provides depth-based medians, central regions, outlier detection, and depth-depth plots. 'C++' backends via 'Rcpp' and 'RcppEigen' ensure performance at large n and d. References: Liu (1990) <doi:10.1214/aos/1176347507>, Zuo and Serfling (2000) <doi:10.1214/aos/1016218226>, Vardi and Zhang (2000) <doi:10.1073/pnas.97.4.1423>.

Version: 0.1.8
Depends: R (≥ 3.1.0)
Imports: Rcpp (≥ 1.0.0), RcppParallel (≥ 5.0.0), stats, graphics
LinkingTo: Rcpp, RcppEigen (≥ 0.3.3), RcppParallel (≥ 5.0.0)
Suggests: testthat (≥ 3.0.0), MASS, knitr, rmarkdown
Published: 2026-06-26
DOI: 10.32614/CRAN.package.depthR (may not be active yet)
Author: Jason Parker [aut, cre]
Maintainer: Jason Parker <jparker588 at gmail.com>
BugReports: https://github.com/penny4nonsense/depthR/issues
License: GPL (≥ 3)
URL: https://github.com/penny4nonsense/depthR
NeedsCompilation: yes
Materials: README, NEWS
CRAN checks: depthR results

Documentation:

Reference manual: depthR.html , depthR.pdf
Vignettes: Introduction to depthR (source, R code)

Downloads:

Package source: depthR_0.1.8.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

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