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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 ORCID iD [aut, cre], Christoph L. Koesner ORCID iD [aut], Bing Li [aut], Klaus Nordhausen ORCID iD [aut], Hannu Oja [aut], Una Radojicic ORCID iD [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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=tensorBSS 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.
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