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ICS: Tools for Exploring Multivariate Data via ICS/ICA

Implementation of Tyler, Critchley, Duembgen and Oja's (JRSS B, 2009, <doi:10.1111/j.1467-9868.2009.00706.x>) and Oja, Sirkia and Eriksson's (AJS, 2006, <https://www.ajs.or.at/index.php/ajs/article/view/vol35,%20no2%263%20-%207>) method of two different scatter matrices to obtain an invariant coordinate system or independent components, depending on the underlying assumptions.

Version:1.4-2
Depends:R (≥ 2.5.0), methods,mvtnorm
Imports:survey, graphics
Suggests:pixmap,robustbase,MASS,ICSNP,testthat (≥ 3.0.0),ICSOutlier
Published:2025-03-18
DOI:10.32614/CRAN.package.ICS
Author:Klaus NordhausenORCID iD [aut, cre], Andreas AlfonsORCID iD [aut], Aurore ArchimbaudORCID iD [aut], Hannu OjaORCID iD [aut], Anne Ruiz-GazenORCID iD [aut], David E. Tyler [aut]
Maintainer:Klaus Nordhausen <klausnordhausenR at gmail.com>
License:GPL-2 |GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:no
Citation:ICS citation info
Materials:NEWS
CRAN checks:ICS results

Documentation:

Reference manual:ICS.html ,ICS.pdf
Vignettes:Tools for Exploring Multivariate Data: The Package ICS (source,R code)

Downloads:

Package source: ICS_1.4-2.tar.gz
Windows binaries: r-devel:ICS_1.4-2.zip, r-release:ICS_1.4-2.zip, r-oldrel:ICS_1.4-2.zip
macOS binaries: r-release (arm64):ICS_1.4-2.tgz, r-oldrel (arm64):ICS_1.4-2.tgz, r-release (x86_64):ICS_1.4-2.tgz, r-oldrel (x86_64):ICS_1.4-2.tgz
Old sources: ICS archive

Reverse dependencies:

Reverse depends:ICSClust,ICSNP,ICSOutlier,ICSShiny,ICtest
Reverse imports:MNM
Reverse suggests:JADE,performance
Reverse enhances:robustX

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=ICSto link to this page.


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