mlica2 (version 2.1)

mlica2-package: Maximum likelihood implementation of independent component analysis

Description

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

Details

Package:

mlica2

Type:

Package

Version:

1.0

Date:

2012-07-17

License:

GPL-2

References

Hyvaerinen A., Karhunen J., and Oja E.: Independent Component Analysis, John Wiley and Sons, New York, (2001).

Kreil D. and MacKay D. (2003): Reproducibility Assessment of Independent Component Analysis of Expression Ratios from DNA microarrays, Comparative and Functional Genomics *4* (3),300-317.

Liebermeister W. (2002): Linear Modes of gene expression determined by independent component analysis, Bioinformatics *18*, no.1, 51-60.

Chiappetta P., Roubaud MC. and Torresani B.: Blind source separation and the analysis of microarray data, J. Comput. Biol. 2004; 11(6):1090-109.