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Volumn 25, Issue 21, 2009, Pages 2855-2856

IntegrOmics: An R package to unravel relationships between two omics datasets

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BIOINFORMATICS; COMPUTER GRAPHICS; INFORMATION PROCESSING; METABOLOMICS; PARTIAL LEAST SQUARES REGRESSION; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PROTEOMICS; SYSTEMS BIOLOGY; TRANSCRIPTOMICS;

EID: 70350694448     PISSN: 13674803     EISSN: 14602059     Source Type: Journal    
DOI: 10.1093/bioinformatics/btp515     Document Type: Article
Times cited : (344)

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    • Highlighting relationships between heteregeneous biological data through graphical displays based on regularized canonical correlation analysis
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    • González, I.1
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    • Relations between two sets of variates
    • Hotelling,H. (1936) Relations between two sets of variates. Biometrika, 28, 321-377.
    • (1936) Biometrika , vol.28 , pp. 321-377
    • Hotelling, H.1
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    • A sparse PLS for variable selection when integrating Omics data
    • Article
    • Lê Cao,K.-A. et al. (2008) A sparse PLS for variable selection when integrating Omics data. Stat. Appl. Genet. Mol. Biol., 7 Article 35.
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    • Lê Cao, K.-A.1
  • 6
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    • Sparse canonical methods for biological data integration: Application to a cross-platform study
    • Article
    • Lê Cao,K.-A. et al. (2009) Sparse canonical methods for biological data integration: Application to a cross-platform study. BMC Bioinformatics, 10, Article 34.
    • (2009) BMC Bioinformatics , vol.10 , pp. 34
    • Lê Cao, K.-A.1
  • 8
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • Tibshirani,R. (1996) Regression shrinkage and selection via the lasso. J. R. Stat. Soc. Ser. B, 58, 267-288.
    • (1996) J. R. Stat. Soc. Ser. B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 9
    • 0001318292 scopus 로고
    • Canonical ridge and econometrics of joint production
    • Vinod,H.D. (1976) Canonical ridge and econometrics of joint production. J. Econom., 4, 147-166.
    • (1976) J. Econom , vol.4 , pp. 147-166
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  • 10
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    • Estimation of principal components and related models by iterative least squares
    • Krishnaiah,P, ed, Academic Press, Wiley, New York, pp
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    • Environmental microarray analyses of Antarctic soil microbial communities
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