CRAN/E | steadyICA

steadyICA

ICA and Tests of Independence via Multivariate Distance Covariance

Installation

About

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.

Key Metrics

Version 1.0
Published 2015-11-11 3098 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks steadyICA results

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Maintainer

Maintainer

Benjamin Risk

bbr28@cornell.edu

Authors

Benjamin B. Risk
Nicholas A. James
David S. Matteson

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

Rcpp ≥ 0.9.13
MASS
clue
combinat

Suggests

irlba
JADE
ProDenICA
fastICA
energy

LinkingTo

Rcpp

Reverse Imports

svars