Other packages > Find by keyword >

coroICA  

Confounding Robust Independent Component Analysis for Noisy and Grouped Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("coroICA", "1.0.2")



Attach the package and use:
library("coroICA")
Maintained by
Niklas Pfister
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-12-30
Latest Update: 2020-05-15
Description:
Contains an implementation of a confounding robust independent component analysis (ICA) for noisy and grouped data. The main function coroICA() performs a blind source separation, by maximizing an independence across sources and allows to adjust for varying confounding based on 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). coroICA: Confounding Robust Independent Component Analysis for Noisy and Grouped Data. R package version 1.0.2, https://cran.r-project.org/web/packages/coroICA. Accessed 06 Nov. 2024.
Previous versions and publish date:
1.0.1 (2018-12-30 18:10)
Other packages that cited coroICA R package
View coroICA citation profile
Other R packages that coroICA depends, imports, suggests or enhances
Complete documentation for coroICA
Functions, R codes and Examples using the coroICA R package
Some associated functions: coroICA . uwedge . 
Some associated R codes: coroICA.R . uwedge.R .  Full coroICA package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mailR  
A Utility to Send Emails from R
Interface to Apache Commons Email to send emails from R. ...
Download / Learn more Package Citations See dependency  
ddp  
Desirable Dietary Pattern
The desirable Dietary Pattern (DDP)/ PPH score measures the variety of food consumption. The (weigh ...
Download / Learn more Package Citations See dependency  
equatiomatic  
Transform Models into 'LaTeX' Equations
The goal of equatiomatic is to reduce the painassociated with writing LaTeX formulas from fitted mod ...
Download / Learn more Package Citations See dependency  
seriation  
Infrastructure for Ordering Objects Using Seriation
Infrastructure for ordering objects with an implementation of several seriation/sequencing/ordinati ...
Download / Learn more Package Citations See dependency  
maic  
Matching-Adjusted Indirect Comparison
A generalised workflow for generation of subject weights to be used in Matching-Adjusted Indirect C ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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