ICSClust: Tandem Clustering with Invariant Coordinate Selection

Implementation of tandem clustering with invariant coordinate selection with different scatter matrices and several choices for the selection of components as described in Alfons, A., Archimbaud, A., Nordhausen, K.and Ruiz-Gazen, A. (2024) <doi:10.1016/j.ecosta.2024.03.002>.

Version: 0.1.1
Depends: ICS (≥ 1.4-0), ggplot2
Imports: cluster, fpc, GGally, heplots, mclust, moments, mvtnorm, otrimle, RcppRoll, rrcov, scales, tclust
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (≥ 3.0.0)
Published: 2025-07-24
DOI: 10.32614/CRAN.package.ICSClust
Author: Aurore Archimbaud ORCID iD [aut, cre], Andreas Alfons ORCID iD [aut], Klaus Nordhausen ORCID iD [aut], Anne Ruiz-Gazen ORCID iD [aut]
Maintainer: Aurore Archimbaud <aurore.archimbaud at live.fr>
BugReports: https://github.com/AuroreAA/ICSClust/issues
License: GPL (≥ 3)
URL: https://github.com/AuroreAA/ICSClust
NeedsCompilation: yes
Materials: README
CRAN checks: ICSClust results

Documentation:

Reference manual: ICSClust.html , ICSClust.pdf

Downloads:

Package source: ICSClust_0.1.1.tar.gz
Windows binaries: r-devel: ICSClust_0.1.1.zip, r-release: ICSClust_0.1.1.zip, r-oldrel: ICSClust_0.1.1.zip
macOS binaries: r-release (arm64): ICSClust_0.1.1.tgz, r-oldrel (arm64): ICSClust_0.1.1.tgz, r-release (x86_64): ICSClust_0.1.1.tgz, r-oldrel (x86_64): ICSClust_0.1.1.tgz
Old sources: ICSClust archive

Reverse dependencies:

Reverse suggests: ICSOutlier

Linking:

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