CRAN/E | rrcovHD

rrcovHD

Robust Multivariate Methods for High Dimensional Data

Installation

About

Robust multivariate methods for high dimensional data including outlier detection (Filzmoser and Todorov (2013) doi:10.1016/j.ins.2012.10.017), robust sparse PCA (Croux et al. (2013) doi:10.1080/00401706.2012.727746, Todorov and Filzmoser (2013) doi:10.1007/978-3-642-33042-1_31), robust PLS (Todorov and Filzmoser (2014) doi:10.17713/ajs.v43i4.44), and robust sparse classification (Ortner et al. (2020) doi:10.1007/s10618-019-00666-8).

github.com/valentint/rrcovHD
Bug report File report

Key Metrics

Version 0.3-0
Published 2024-02-04 250 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks rrcovHD results

Downloads

Yesterday 89 +31%
Last 7 days 352 -21%
Last 30 days 1.417 -12%
Last 90 days 3.412 +85%
Last 365 days 13.555 -2%

Maintainer

Maintainer

Valentin Todorov

Authors

Valentin Todorov

aut / cre

Material

README
ChangeLog
Reference manual
Package source

In Views

Robust

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rrcovHD archive

Depends

rrcov ≥ 1.3-7
robustbase ≥ 0.92-1
methods

Imports

stats4
pls
spls
pcaPP
robustHD
Rcpp

Suggests

MASS

LinkingTo

Rcpp

Reverse Imports

rospca

Reverse Suggests

flowml