Evaluation of O2PLS in Omics data integration

Author:

Bouhaddani Said el,Houwing-Duistermaat Jeanine,Salo Perttu,Perola Markus,Jongbloed Geurt,Uh Hae-Won

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Structural Biology

Reference18 articles.

1. González I, Déjean S, Martin PGP, Gonçalves O, Besse P, Baccini A: Highlighting relationships between heterogeneous biological data through graphical displays based on regularized canonical correlation analysis. J Biol Syst. 2009, 17 (02): 173-99.

2. Wold H: Estimation of principal components and related models by iterative least squares. Multivariate Analysis (Proc. Internat. Sympos., Dayton, Ohio, 1965). 1966, Academic Press, New York

3. Lê Cao K, Le Gall C: Integration and variable selection of ‘omics’ data sets with pls: a survey. J de la Société Française de Stat. 2011, 152 (2): 77-96.

4. Tibshirani R: Regression shrinkage and selection via the lasso. J Roy Statist Soc Ser B. 1996, 58 (1): 267-88.

5. Inouye M, Kettunen J, Soininen P, Silander K, Ripatti S, Kumpula LS, et al.Metabonomic, transcriptomic, and genomic variation of a population cohort. Mol Syst Biol. 2010; 6(1). doi:10.1038/msb.2010.93.

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