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mlica2 (version 1.0)

Independent Component Analysis using Maximum Likelihood

Description

An R code implementation of the maximum likelihood (fixed point) algorithm of Hyvaerinen, Karhuna, and Oja for independent component analysis.

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Version

Install

install.packages('mlica2')

Monthly Downloads

4

Version

1.0

License

GPL-2

Maintainer

Thomas Nelson

Last Published

August 2nd, 2012

Functions in mlica2 (1.0)

mlica2-package

Maximum likelihood implementation of independent component analysis
simMAdata

Simulated microarray data for testing purposes
SortModes

Sorting of ICA Modes
proposeNCP

Number of independent components proposal function
PriorNormPCA

Prior PCA analysis for threshold setting and noise removal
CheckStability

Test stability of inferred ICA modes
mlicaMAIN

Main engine function that implements the fixed point algorithm for maximum likelihood of ICA modes