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Integrative Sparse Principal Component Analysis of Gene Expression Data

In the analysis of gene expression data, dimension reduction techniques have been extensively adopted. The most popular one is perhaps the PCA (principal component analysis). To generate more reliable and more interpretable results, the SPCA (sparse PCA) technique has been developed. With the “small...

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Detalhes bibliográficos
Publicado no:Genet Epidemiol
Main Authors: Liu, Mengque, Fan, Xinyan, Fang, Kuangnan, Zhang, Qingzhao, Ma, Shuangge
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5912177/
https://ncbi.nlm.nih.gov/pubmed/29114920
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/gepi.22089
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