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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: 1.4-1
Depends: R (≥ 2.5.0), methods, mvtnorm
Imports: survey, graphics
Suggests: pixmap, robustbase, MASS, ICSNP, testthat (≥ 3.0.0), ICSOutlier
Published: 2023-09-21
DOI: 10.32614/CRAN.package.ICS
Author: Klaus Nordhausen ORCID iD [aut, cre], Andreas Alfons ORCID iD [aut], Aurore Archimbaud ORCID iD [aut], Hannu Oja ORCID iD [aut], Anne Ruiz-Gazen ORCID 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.pdf
Vignettes: Tools for Exploring Multivariate Data: The Package ICS

Downloads:

Package source: ICS_1.4-1.tar.gz
Windows binaries: r-devel: ICS_1.4-1.zip, r-release: ICS_1.4-1.zip, r-oldrel: ICS_1.4-1.zip
macOS binaries: r-release (arm64): ICS_1.4-1.tgz, r-oldrel (arm64): ICS_1.4-1.tgz, r-release (x86_64): ICS_1.4-1.tgz, r-oldrel (x86_64): ICS_1.4-1.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 form https://CRAN.R-project.org/package=ICS to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.