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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 |
| 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 |
| Reference manual: | depthR.html , depthR.pdf |
| Vignettes: |
Introduction to depthR (source, R code) |
| Package source: | depthR_0.1.8.tar.gz |
| Windows binaries: | r-devel: depthR_0.1.8.zip, r-release: depthR_0.1.8.zip, r-oldrel: depthR_0.1.8.zip |
| macOS binaries: | r-release (arm64): depthR_0.1.8.tgz, r-oldrel (arm64): depthR_0.1.8.tgz, r-release (x86_64): depthR_0.1.8.tgz, r-oldrel (x86_64): depthR_0.1.8.tgz |
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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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