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NETWORK EXPLORATION VIA THE ADAPTIVE LASSO AND SCAD PENALTIES

Graphical models are frequently used to explore networks, such as genetic networks, among a set of variables. This is usually carried out via exploring the sparsity of the precision matrix of the variables under consideration. Penalized likelihood methods are often used in such explorations. Yet, po...

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Detalhes bibliográficos
Main Authors: Fan, Jianqing, Feng, Yang, Wu, Yichao
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3105782/
https://ncbi.nlm.nih.gov/pubmed/21643444
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/08-AOAS215SUPP
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