CRAN/E | DepthProc

DepthProc

Statistical Depth Functions for Multivariate Analysis

Installation

About

Data depth concept offers a variety of powerful and user friendly tools for robust exploration and inference for multivariate data. The offered techniques may be successfully used in cases of lack of our knowledge on parametric models generating data due to their nature. The package consist of among others implementations of several data depth techniques involving multivariate quantile-quantile plots, multivariate scatter estimators, multivariate Wilcoxon tests and robust regressions.

Citation DepthProc citation info
www.depthproc.zstat.pl/
github.com/zzawadz/DepthProc
System requirements C++11
Bug report File report

Key Metrics

Version 2.1.5
R ≥ 3.0.0
Published 2022-02-03 807 days ago
Needs compilation? yes
License GPL-2
CRAN checks DepthProc results

Downloads

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Maintainer

Maintainer

Zygmunt Zawadzki

zygmunt@zstat.pl

Authors

Zygmunt Zawadzki

aut / cre

Daniel Kosiorowski

aut

Krzysztof Slomczynski

ctb

Mateusz Bocian

ctb

Anna Wegrzynkiewicz

ctb

Material

README
NEWS
ChangeLog
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

DepthProc archive

Depends

R ≥ 3.0.0
ggplot2
Rcpp ≥ 0.11.2
rrcov
methods
MASS
np

Imports

lattice
sm
geometry
colorspace
zoo
grDevices

Suggests

mvtnorm
rgl
sn
robustbase
dplyr
RcppArmadillo
xts
covr
testthat
fda
lintr
roxygen2
pkgbuild

LinkingTo

Rcpp
RcppArmadillo

Reverse Imports

familial
OptimaRegion