groupICA: Independent Component Analysis for Grouped Data

Contains an implementation of an independent component analysis (ICA) for grouped data. The main function groupICA() performs a blind source separation, by maximizing an independence across sources and allows to adjust for varying confounding for user-specified groups. Additionally, the package contains the function uwedge() which can be used to approximately jointly diagonalize a list of matrices. For more details see the project website <https://sweichwald.de/groupICA/>.

Getting started

Package details

AuthorNiklas Pfister and Sebastian Weichwald
MaintainerNiklas Pfister <[email protected]>
LicenseAGPL-3
Version0.1.1
URL https://github.com/sweichwald/groupICA-R
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("groupICA")

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groupICA documentation built on June 19, 2018, 9:01 a.m.