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Sparse kernel canonical correlation analysis for discovery of nonlinear interactions in high-dimensional data

BACKGROUND: Advance in high-throughput technologies in genomics, transcriptomics, and metabolomics has created demand for bioinformatics tools to integrate high-dimensional data from different sources. Canonical correlation analysis (CCA) is a statistical tool for finding linear associations between...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Yoshida, Kosuke, Yoshimoto, Junichiro, Doya, Kenji
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5310015/
https://ncbi.nlm.nih.gov/pubmed/28196464
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1543-x
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