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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
2.1
1.0
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Install
install.packages('mlica2')
Monthly Downloads
21
Version
1.0
License
GPL-2
Maintainer
Thomas Nelson
Last Published
August 2nd, 2012
Functions in mlica2 (1.0)
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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