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depthR  

Multivariate Depth Functions for General Dimension
View on CRAN: Click here


Download and install depthR package within the R console
Install from CRAN:
install.packages("depthR")

Install from Github:
library("remotes")
install_github("cran/depthR")

Install by package version:
library("remotes")
install_version("depthR", "0.1.8")



Attach the package and use:
library("depthR")
Maintained by
Jason Parker
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-26
Latest Update: 2026-06-26
Description:
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>.
How to cite:
Jason Parker (2026). depthR: Multivariate Depth Functions for General Dimension. R package version 0.1.8, https://cran.r-project.org/web/packages/depthR. Accessed 27 Oct. 2026.
Previous versions and publish date:
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Complete documentation for depthR
Functions, R codes and Examples using the depthR R package
Full depthR package functions and examples
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