RDocumentation
Moon
Learn R
Search all packages and functions
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.
Copy Link
Copy
Link to current version
Version
Version
2.1
1.0
Down Chevron
Install
install.packages('mlica2')
Monthly Downloads
22
Version
2.1
License
GPL-2
Maintainer
Thomas Nelson
Last Published
November 3rd, 2012
Functions in mlica2 (2.1)
Search functions
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