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Sparse canonical correlation analysis for identifying, connecting and completing gene-expression networks

BACKGROUND: We generalized penalized canonical correlation analysis for analyzing microarray gene-expression measurements for checking completeness of known metabolic pathways and identifying candidate genes for incorporation in the pathway. We used Wold's method for calculation of the canonica...

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Detalles Bibliográficos
Autores principales: Waaijenborg, Sandra, Zwinderman, Aeilko H
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2760886/
https://www.ncbi.nlm.nih.gov/pubmed/19785734
http://dx.doi.org/10.1186/1471-2105-10-315