mlica2: Independent Component Analysis using Maximum Likelihood

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

Author
Andrew Teschendorff
Date of publication
2012-11-03 07:00:09
Maintainer
Thomas Nelson <tnelson1@k-state.edu>
License
GPL-2
Version
2.1

View on CRAN

Man pages

CheckStability
Test stability of inferred ICA modes
mlica2-package
Maximum likelihood implementation of independent component...
mlicaMAIN
Main engine function that implements the fixed point...
PriorNormPCA
Prior PCA analysis for threshold setting and noise removal
proposeNCP
Number of independent components proposal function
simMAdata
Simulated microarray data for testing purposes
SortModes
Sorting of ICA Modes

Files in this package

mlica2
mlica2/MD5
mlica2/R
mlica2/R/SortModes.r
mlica2/R/proposeNCP.R
mlica2/R/PriorNormPCA.R
mlica2/R/mlicaMAIN.R
mlica2/R/mlica.R
mlica2/R/CheckStability.R
mlica2/NAMESPACE
mlica2/man
mlica2/man/SortModes.Rd
mlica2/man/simMAdata.Rd
mlica2/man/proposeNCP.Rd
mlica2/man/PriorNormPCA.Rd
mlica2/man/mlicaMAIN.Rd
mlica2/man/mlica2-package.Rd
mlica2/man/mlica.rd
mlica2/man/CheckStability.Rd
mlica2/DESCRIPTION
mlica2/data
mlica2/data/simMAdata.RData