groupICA

Independent Component Analysis for Grouped Data

CRAN Package

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/.

  • Version0.1.1
  • R versionunknown
  • LicenseAGPL-3
  • Needs compilation?No
  • Last release06/19/2018

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