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steadyICA: ICA and Tests of Independence via Multivariate DistanceCovariance

Functions related to multivariate measures of independence and ICA: -estimate independent components by minimizing distance covariance; -conduct a test of mutual independence based on distance covariance; -estimate independent components via infomax (a popular method but generally performs poorer than mdcovica, ProDenICA, and/or fastICA, but is useful for comparisons); -order indepedent components by skewness; -match independent components from multiple estimates; -other functions useful in ICA.

Version:1.0.1
Depends:Rcpp (≥ 0.9.13),MASS,clue,combinat
LinkingTo:Rcpp
Suggests:irlba,JADE,ProDenICA,fastICA,energy
Published:2024-11-11
DOI:10.32614/CRAN.package.steadyICA
Author:Benjamin B. Risk and Nicholas A. James and David S. Matteson
Maintainer:Benjamin Risk <bbr28 at cornell.edu>
License:GPL-2 |GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:yes
CRAN checks:steadyICA results

Documentation:

Reference manual:steadyICA.html ,steadyICA.pdf

Downloads:

Package source: steadyICA_1.0.1.tar.gz
Windows binaries: r-devel:steadyICA_1.0.1.zip, r-release:steadyICA_1.0.1.zip, r-oldrel:steadyICA_1.0.1.zip
macOS binaries: r-release (arm64):steadyICA_1.0.1.tgz, r-oldrel (arm64):steadyICA_1.0.1.tgz, r-release (x86_64):steadyICA_1.0.1.tgz, r-oldrel (x86_64):steadyICA_1.0.1.tgz
Old sources: steadyICA archive

Reverse dependencies:

Reverse imports:pvars,svars

Linking:

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


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