tensorBSS: Blind Source Separation Methods for Tensor-Valued Observations

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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'.

Author
Joni Virta, Bing Li, Klaus Nordhausen, Hannu Oja
Date of publication
2016-08-25 10:16:15
Maintainer
Joni Virta <jomivi@utu.fi>
License
GPL (>= 2)
Version
0.2

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Man pages

mModeAutoCovariance
The m-Mode Autocovariance Matrix
mModeCovariance
The m-Mode Covariance Matrix
plot.tbss
Plot an Object of the Class tbss
selectComponents
Select the Most Informative Components
tensorBSS-package
Blind Source Separation Methods for Tensor-Valued...
tensorCentering
Center an Array of Observations
tensorStandardize
Standardize an Observation Array
tensorTransform
Linear Transformation of Tensors from mth Mode
tensorVectorize
Vectorize an Observation Tensor
tFOBI
FOBI for Tensor-Valued Observations
tGFOBI
gFOBI for Tensor-Valued Time Series
tGJADE
gJADE for Tensor-Valued Time Series
tJADE
tJADE for Tensor-Valued Observations
tPCA
PCA for Tensor-Valued Observations
tSOBI
SOBI for Tensor-Valued Time Series

Files in this package

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