KernelICA: Kernel Independent Component Analysis

The kernel independent component analysis (kernel ICA) method introduced by Bach and Jordan (2002) <doi:10.1162/153244303768966085>. A separate function for the incomplete Cholesky decomposition used in kernel ICA is also provided.

Version: 2.0.0
Depends: Rcpp, R (≥ 4.2.0)
Imports: methods, ManifoldOptim, JADE, ICtest
LinkingTo: Rcpp, RcppArmadillo, ManifoldOptim, RcppEigen
Published: 2026-08-04
DOI: 10.32614/CRAN.package.KernelICA
Author: Christoph L. Koesner ORCID iD [aut], Juho Eagling ORCID iD [aut], Klaus Nordhausen ORCID iD [aut, cre]
Maintainer: Klaus Nordhausen <klausnordhausenR at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Materials: NEWS
CRAN checks: KernelICA results

Documentation:

Reference manual: KernelICA.html , KernelICA.pdf

Downloads:

Package source: KernelICA_2.0.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): KernelICA_2.0.0.tgz, r-oldrel (arm64): KernelICA_2.0.0.tgz, r-release (x86_64): KernelICA_2.0.0.tgz, r-oldrel (x86_64): KernelICA_2.0.0.tgz
Old sources: KernelICA archive

Linking:

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