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")



Attach the package and use:
library("steadyICA")
Maintained by
Benjamin Risk
[Scholar Profile | Author Map]
All associated links for this package
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, https://cran.r-project.org/web/packages/steadyICA. Accessed 07 Nov. 2024.
Previous versions and publish date:
No previous versions
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  
bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
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