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mlica2

Independent Component Analysis using Maximum Likelihood

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

Test stability of inferred ICA modes

Prior PCA analysis for threshold setting and noise removal

Sorting of ICA Modes

Maximum likelihood implementation of independent component analysis

Maximum likelihood implementation of independent component analysis

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

Number of independent components proposal function

Simulated microarray data for testing purposes

Independent Component Analysis using Maximum Likelihood

v2.1

GPL-2

Authors

Andrew Teschendorff

Initial release

2012-11-02

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