Blind Source Separation Methods for Tensor-Valued Observations [R package tensorBSS version 0.3.9]

tensorBSS: Blind Source Separation Methods for Tensor-Valued Observations

Contains several utility functions for manipulating tensor-valued data (centering, multiplication from a single mode etc.) and the implementations of the following blind source separation methods for tensor-valued data: 'tPCA', 'tFOBI', 'tJADE', k-tJADE', 'tgFOBI', 'tgJADE', 'tSOBI', 'tNSS.SD', 'tNSS.JD', 'tNSS.TD.JD', 'tPP' and 'tTUCKER'.

Version:	0.3.9
Depends:	JADE, R (≥ 2.10), fICA
Imports:	Rcpp (≥ 0.12.3), tensor, tsBSS, ICtest, ggplot2, abind
LinkingTo:	Rcpp, RcppArmadillo
Suggests:	stochvol
Published:	2024-09-12
DOI:	10.32614/CRAN.package.tensorBSS
Author:	Joni Virta [aut, cre], Christoph L. Koesner [aut], Bing Li [aut], Klaus Nordhausen [aut], Hannu Oja [aut], Una Radojicic [aut]
Maintainer:	Joni Virta <joni.virta at outlook.com>
License:	GPL-2 \| GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	yes
Materials:	ChangeLog
CRAN checks:	tensorBSS results

Documentation:

Reference manual:

tensorBSS.pdf

Downloads:

Package source:	tensorBSS_0.3.9.tar.gz
Windows binaries:	r-devel: tensorBSS_0.3.9.zip, r-release: tensorBSS_0.3.9.zip, r-oldrel: tensorBSS_0.3.9.zip
macOS binaries:	r-release (arm64): tensorBSS_0.3.9.tgz, r-oldrel (arm64): tensorBSS_0.3.9.tgz, r-release (x86_64): tensorBSS_0.3.9.tgz, r-oldrel (x86_64): tensorBSS_0.3.9.tgz
Old sources:	tensorBSS archive

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tensorBSS: Blind Source Separation Methods for Tensor-Valued Observations

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