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Sparse principal component analysis by choice of norm

Recent years have seen the developments of several methods for sparse principal component analysis due to its importance in the analysis of high dimensional data. Despite the demonstration of their usefulness in practical applications, they are limited in terms of lack of orthogonality in the loadin...

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Detalhes bibliográficos
Main Authors: Qi, Xin, Luo, Ruiyan, Zhao, Hongyu
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3601508/
https://ncbi.nlm.nih.gov/pubmed/23524453
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2012.07.004
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