steadyICA: ICA and Tests of Independence via Multivariate Distance Covariance

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
Depends: Rcpp (≥ 0.9.13), MASS, clue, combinat
LinkingTo: Rcpp
Suggests: irlba, JADE, ProDenICA, fastICA, energy
Published: 2015-11-11
DOI: 10.32614/CRAN.package.steadyICA
Author: Benjamin B. Risk and Nicholas A. James and David S. Matteson
Maintainer: Benjamin Risk <bbr28 at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: steadyICA results


Reference manual: steadyICA.pdf


Package source: steadyICA_1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): steadyICA_1.0.tgz, r-oldrel (arm64): steadyICA_1.0.tgz, r-release (x86_64): steadyICA_1.0.tgz, r-oldrel (x86_64): steadyICA_1.0.tgz

Reverse dependencies:

Reverse imports: svars


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