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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Breheny, Patrick, Huang, Jian
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2009
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2904563/
https://ncbi.nlm.nih.gov/pubmed/20640242
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