mlica2-package: Maximum likelihood implementation of independent component...
In mlica2: Independent Component Analysis using Maximum Likelihood
Description
Details
Author(s)
References
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
Author(s)
Andrew Teschendorff a.teschendorff@ucl.ac.uk (ported to R > 2.10 by Thomas Nelson)
Maintainer: Thomas Nelson
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.
mlica2 documentation built on May 1, 2019, 10:45 p.m.
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Description Details Author(s) References
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 |
Author(s)
Andrew Teschendorff a.teschendorff@ucl.ac.uk (ported to R > 2.10 by Thomas Nelson)
Maintainer: Thomas Nelson
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.
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