Other packages > Find by keyword >

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 21 Apr. 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
Downloads during the last 30 days
03/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/20Downloads for steadyICA102030405060708090TrendBars

Today's Hot Picks in Authors and Packages

bssn  
Birnbaum-Saunders Model
It provides the density, distribution function, quantile function, random number generator, reliabil ...
Download / Learn more Package Citations See dependency  
discretecdAlgorithm  
Coordinate-Descent Algorithm for Learning Sparse Discrete Bayesian Networks
Structure learning of Bayesian network using coordinate-descent algorithm. This algorithm is design ...
Download / Learn more Package Citations See dependency  
HellCor  
The Hellinger Correlation
Empirical value of the Hellinger correlation, a measure of dependence between two continuous random ...
Download / Learn more Package Citations See dependency  
bigsparser  
Sparse Matrix Format with Data on Disk
Provide a sparse matrix format with data stored on disk, to be used in both R and C++. This is inte ...
Download / Learn more Package Citations See dependency  
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  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,099

Publication Badges

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