Other packages > Find by keyword >

groupICA  

Independent Component Analysis for Grouped Data
View on CRAN: Click here


Download and install groupICA package within the R console
Install from CRAN:
install.packages("groupICA")

Install from Github:
library("remotes")
install_github("cran/groupICA")

Install by package version:
library("remotes")
install_version("groupICA", "0.1.1")



Attach the package and use:
library("groupICA")
Maintained by
Niklas Pfister
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-19
Latest Update: 2018-06-19
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 .
How to cite:
Niklas Pfister (2018). groupICA: Independent Component Analysis for Grouped Data. R package version 0.1.1, https://cran.r-project.org/web/packages/groupICA. Accessed 06 Jun. 2026.
Previous versions and publish date:
0.1.1 (2018-06-19 10:55)
Other packages that cited groupICA R package
View groupICA citation profile
Other R packages that groupICA depends, imports, suggests or enhances
Complete documentation for groupICA
Functions, R codes and Examples using the groupICA R package
Some associated functions: groupICA . uwedge . 
Some associated R codes: groupICA.R . uwedge.R .  Full groupICA package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
worrrd  
Generate Wordsearch and Crossword Puzzles
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency  
rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency  
BALLI  
Expression RNA-Seq Data Analysis Based on Linear Mixed Model
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
Download / Learn more Package Citations See dependency  
IAPWS95  
Thermophysical Properties of Water and Steam
An implementation of the International Association for the Properties of Water (IAPWS) Formulation ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA