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groupICA

Independent Component Analysis for Grouped Data

v0.1.1 · Jun 19, 2018 · AGPL-3

Description

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/>.

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Maintainer: ‘Niklas Pfister <pfister@stat.math.ethz.ch>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Niklas",
                      family = "Pfister",
                      role = c("aut", "cre"),
                      email = "pfister@stat.math.ethz.ch"),
               person(given = "Sebastian",
                      family = "Weichwald",
                      role = "aut"))
as necessary.
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CRAN incoming feasibility

Maintainer: ‘Niklas Pfister <pfister@stat.math.ethz.ch>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Niklas",
                      family = "Pfister",
                      role = c("aut", "cre"),
                      email = "pfister@stat.math.ethz.ch"),
               person(given = "Sebastian",
                      family = "Weichwald",
                      role = "aut"))
as necessary.
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Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Niklas Pfister <pfister@stat.math.ethz.ch>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Niklas",
                      family = "Pfister",
                      role = c("aut", "cre"),
                      email = "pfister@stat.math.ethz.ch"),
               person(given = "Sebastian",
                      family = "Weichwald",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Niklas Pfister <pfister@stat.math.ethz.ch>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Niklas",
                      family = "Pfister",
                      role = c("aut", "cre"),
                      email = "pfister@stat.math.ethz.ch"),
               person(given = "Sebastian",
                      family = "Weichwald",
                      role = "aut"))
as necessary.
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies MASS iTensor groupICA

Version History

new 0.1.1 Mar 10, 2026