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steadyICA  

ICA and Tests of Independence via Multivariate Distance Covariance
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("steadyICA", "1.0.1")



Attach the package and use:
library("steadyICA")
Maintained by
Benjamin Risk
[Scholar Profile | Author Map]
First Published: 2015-11-11
Latest Update: 2015-11-11
Description:
Functions related to multivariate measures of independence and ICA: -estimate independent components by minimizing distance covariance; -conduct a test of mutual independence based on distance covariance; -estimate independent components via infomax (a popular method but generally performs poorer than mdcovica, ProDenICA, and/or fastICA, but is useful for comparisons); -order indepedent components by skewness; -match independent components from multiple estimates; -other functions useful in ICA.
How to cite:
Benjamin Risk (2015). steadyICA: ICA and Tests of Independence via Multivariate Distance Covariance. R package version 1.0.1, https://cran.r-project.org/web/packages/steadyICA. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0 (2015-11-11 00:08)
Other packages that cited steadyICA R package
View steadyICA citation profile
Other R packages that steadyICA depends, imports, suggests or enhances
Complete documentation for steadyICA
Functions, R codes and Examples using the steadyICA R package
Some associated functions: W2theta . compInd . dcovICA . dcovustat . frobICA . gmultidcov . infomaxICA . matchICA . multidcov . permTest . rightskew . steadyICA-package . steadyICA . theta2W . whitener . 
Some associated R codes: gmultidcov.R . infomaxICA.R . kcdf_fun.R . matchfun.R . steadyICA.R .  Full steadyICA package functions and examples
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