rrcovHD: Robust Multivariate Methods for High Dimensional Data

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>).

Version: 0.3-1
Depends: rrcov (≥ 1.3-7), robustbase (≥ 0.92-1), methods
Imports: stats4, pls, spls, pcaPP, robustHD, Rcpp
LinkingTo: Rcpp
Suggests: MASS
Published: 2024-08-17
DOI: 10.32614/CRAN.package.rrcovHD
Author: Valentin Todorov ORCID iD [aut, cre]
Maintainer: Valentin Todorov <valentin.todorov at chello.at>
BugReports: https://github.com/valentint/rrcovHD/issues
License: GPL (≥ 3)
URL: https://github.com/valentint/rrcovHD
NeedsCompilation: yes
Materials: README, ChangeLog
In views: AnomalyDetection, Robust
CRAN checks: rrcovHD results

Documentation:

Reference manual: rrcovHD.html , rrcovHD.pdf

Downloads:

Package source: rrcovHD_0.3-1.tar.gz
Windows binaries: r-devel: rrcovHD_0.3-1.zip, r-release: rrcovHD_0.3-1.zip, r-oldrel: rrcovHD_0.3-1.zip
macOS binaries: r-release (arm64): rrcovHD_0.3-1.tgz, r-oldrel (arm64): rrcovHD_0.3-1.tgz, r-release (x86_64): rrcovHD_0.3-1.tgz, r-oldrel (x86_64): rrcovHD_0.3-1.tgz
Old sources: rrcovHD archive

Reverse dependencies:

Reverse suggests: flowml

Linking:

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