steadyICA: ICA and Tests of Independence via Multivariate Distance Covariance
Version 1.0

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.

Package details

AuthorBenjamin B. Risk and Nicholas A. James and David S. Matteson
Date of publication2015-11-11 00:08:41
MaintainerBenjamin Risk <[email protected]>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("steadyICA")

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steadyICA documentation built on May 29, 2017, 9:19 p.m.