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SignDepth

R package SignDepth: Fast C++ and R implementation of the K-sign depth for univariate data, simplified 1-simplex depth and simplified 2-simplex depth for bivariate data, and the full 2-simplex depth for bivariate data.

To install the package SignDepth in Windows, you need to have RTools installed on your computer, see

https://cran.r-project.org/bin/windows/Rtools/

Then it is enough to run

#!R

library(devtools)
install_github("NagyStanislav/SignDepth")

library(SignDepth)
help(package="SignDepth")

All major functions in the package are implemented both in R and in C++ for computational efficacy.

  • Christine H. Müller, Stanislav Nagy, and Samuel Trippler. (2025). Bivariate and multivariate sign depth and related distribution-free tests for model fit. Under review.