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mlica2 (version 2.1)

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

27

Version

2.1

License

GPL-2

Maintainer

Thomas Nelson

Last Published

November 3rd, 2012

Functions in mlica2 (2.1)

mlicaMAIN

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

Sorting of ICA Modes
PriorNormPCA

Prior PCA analysis for threshold setting and noise removal
proposeNCP

Number of independent components proposal function
simMAdata

Simulated microarray data for testing purposes
mlica2-package

Maximum likelihood implementation of independent component analysis
CheckStability

Test stability of inferred ICA modes