steadyICA: ICA and Tests of Independence via Multivariate Distance Covariance

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
MaintainerBenjamin Risk <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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steadyICA documentation built on May 2, 2019, 7:30 a.m.