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', 'tgFOBI', 'tgJADE' and 'tSOBI'.

AuthorJoni Virta, Bing Li, Klaus Nordhausen, Hannu Oja
Date of publication2016-08-25 10:16:15
MaintainerJoni Virta <jomivi@utu.fi>
LicenseGPL (>= 2)
Version0.2

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Files

tensorBSS
tensorBSS/inst
tensorBSS/inst/ChangeLog
tensorBSS/src
tensorBSS/src/Makevars
tensorBSS/src/tBSS.h
tensorBSS/src/tBSS.cpp
tensorBSS/src/Makevars.win
tensorBSS/NAMESPACE
tensorBSS/R
tensorBSS/R/mTGJADEMatrix.R tensorBSS/R/mTGFOBIMatrix.R tensorBSS/R/tgFOBIRotate.R tensorBSS/R/tgJADERotate.R tensorBSS/R/mFOBIMatrix.R tensorBSS/R/eigenVectors.R tensorBSS/R/selectComponents.R tensorBSS/R/mModeTFOBIMatrix.R tensorBSS/R/tgFOBI.R tensorBSS/R/cyclicalPermute.R tensorBSS/R/mModeCovariance.R tensorBSS/R/tgJADE.R tensorBSS/R/tSOBIRotate.R tensorBSS/R/tFOBIRotate.R tensorBSS/R/tensorStandardize.R tensorBSS/R/mModeTGFOBIMatrix.R tensorBSS/R/plot.tbss.R tensorBSS/R/tensorTransform.R tensorBSS/R/tJADERotate.R tensorBSS/R/tJADE.R tensorBSS/R/tSOBI.R tensorBSS/R/mModeTGJADEMatrix.R tensorBSS/R/tPCA.R tensorBSS/R/matrixCovariance.R tensorBSS/R/tensorVectorize.R tensorBSS/R/mJADEMatrix.R tensorBSS/R/mModeAutoCovariance.R tensorBSS/R/tFOBI.R tensorBSS/R/mModeTJADEMatrix.R tensorBSS/R/symmetricPower.R tensorBSS/R/mAutoCovMatrix.R tensorBSS/R/tensorCentering.R tensorBSS/R/mFlatten.R
tensorBSS/MD5
tensorBSS/DESCRIPTION
tensorBSS/man
tensorBSS/man/tensorVectorize.Rd tensorBSS/man/tJADE.Rd tensorBSS/man/tSOBI.Rd tensorBSS/man/tensorTransform.Rd tensorBSS/man/plot.tbss.Rd tensorBSS/man/selectComponents.Rd tensorBSS/man/mModeAutoCovariance.Rd tensorBSS/man/tensorBSS-package.Rd tensorBSS/man/tFOBI.Rd tensorBSS/man/tPCA.Rd tensorBSS/man/tensorCentering.Rd tensorBSS/man/tGFOBI.Rd tensorBSS/man/tensorStandardize.Rd tensorBSS/man/mModeCovariance.Rd tensorBSS/man/tGJADE.Rd

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