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Comparison of Penalty Functions for Sparse Canonical Correlation Analysis

Canonical correlation analysis (CCA) is a widely used multivariate method for assessing the association between two sets of variables. However, when the number of variables far exceeds the number of subjects, such in the case of large-scale genomic studies, the traditional CCA method is not appropri...

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Detalhes bibliográficos
Main Authors: Chalise, Prabhakar, Fridley, Brooke L.
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3185379/
https://ncbi.nlm.nih.gov/pubmed/21984855
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2011.07.012
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