tensorBSS: Blind Source Separation Methods for Tensor-Valued Observations
Version 0.3

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', 'tSOBI', 'tNSS.SD', 'tNSS.JD' and 'tNSS.TD.JD'.

Browse man pages Browse package API and functions Browse package files

AuthorJoni Virta, Bing Li, Klaus Nordhausen, Hannu Oja
Date of publication2017-05-18 15:05:22 UTC
MaintainerJoni Virta <jomivi@utu.fi>
LicenseGPL (>= 2)
Version0.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("tensorBSS")

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
tNSS.JD: NSS-JD Method for Tensor-Valued Time Series
tNSS.SD: NSS-SD Method for Tensor-Valued Time Series
tNSS.TD.JD: TNSS-TD-JD Method for Tensor-Valued Time Series
tPCA: PCA for Tensor-Valued Observations
tSOBI: SOBI for Tensor-Valued Time Series

Functions

arraySelectLast Source code
cyclicalPermute Source code
eigenVectors Source code
mAutoCovMatrix Source code
mFOBIMatrix Source code
mFlatten Source code
mJADEMatrix Source code
mModeAutoCovariance Man page Source code
mModeCovariance Man page Source code
mModeTFOBIMatrix Source code
mModeTGFOBIMatrix Source code
mModeTGJADEMatrix Source code
mModeTJADEMatrix Source code
mTGFOBIMatrix Source code
mTGJADEMatrix Source code
matrixCovariance Source code
plot.tbss Man page Source code
rnormCube Source code
selectComponents Man page Source code
symmetricPower Source code
tFOBI Man page Source code
tFOBIRotate Source code
tJADE Man page Source code
tJADERotate Source code
tNSS.JD Man page Source code
tNSS.SD Man page Source code
tNSS.TD.JD Man page Source code
tPCA Man page Source code
tSOBI Man page Source code
tSOBIRotate Source code
tensorBSS Man page
tensorBSS-package Man page
tensorCentering Man page Source code
tensorStandardize Man page Source code
tensorTransform Man page Source code
tensorVectorize Man page Source code
tgFOBI Man page Source code
tgFOBIRotate Source code
tgJADE Man page Source code
tgJADERotate Source code

Files

inst
inst/ChangeLog
src
src/Makevars
src/tensorBSS.h
src/tensorBSS.cpp
src/tensorBSS_init.c
src/Makevars.win
src/RcppExports.cpp
NAMESPACE
R
R/tNSS.JD.R
R/tgFOBIRotate.R
R/tgJADERotate.R
R/selectComponents.R
R/mModeTFOBIMatrix.R
R/tgFOBI.R
R/cyclicalPermute.R
R/mModeCovariance.R
R/tgJADE.R
R/tSOBIRotate.R
R/tNSS.SD.R
R/tFOBIRotate.R
R/tensorStandardize.R
R/mModeTGFOBIMatrix.R
R/RcppExports.R
R/plot.tbss.R
R/tensorTransform.R
R/tJADERotate.R
R/tJADE.R
R/tSOBI.R
R/mModeTGJADEMatrix.R
R/tPCA.R
R/tensorVectorize.R
R/arraySelectLast.R
R/mModeAutoCovariance.R
R/tFOBI.R
R/mModeTJADEMatrix.R
R/tensorCentering.R
R/tNSS.TD.JD.R
R/mFlatten.R
MD5
DESCRIPTION
man
man/tensorVectorize.Rd
man/tJADE.Rd
man/tSOBI.Rd
man/tensorTransform.Rd
man/plot.tbss.Rd
man/tNSS.SD.Rd
man/selectComponents.Rd
man/mModeAutoCovariance.Rd
man/tensorBSS-package.Rd
man/tNSS.JD.Rd
man/tFOBI.Rd
man/tPCA.Rd
man/tensorCentering.Rd
man/tGFOBI.Rd
man/tensorStandardize.Rd
man/mModeCovariance.Rd
man/tGJADE.Rd
man/tNSS.TD.JD.Rd
tensorBSS documentation built on May 29, 2017, 5:13 p.m.