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Penalized methods for bi-level variable selection

In many applications, covariates possess a grouping structure that can be incorporated into the analysis to select important groups as well as important members of those groups. This work focuses on the incorporation of grouping structure into penalized regression. We investigate the previously prop...

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Detalhes bibliográficos
Main Authors: Breheny, Patrick, Huang, Jian
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2904563/
https://ncbi.nlm.nih.gov/pubmed/20640242
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