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Sparse Estimation of Conditional Graphical Models With Application to Gene Networks

In many applications the graph structure in a network arises from two sources: intrinsic connections and connections due to external effects. We introduce a sparse estimation procedure for graphical models that is capable of isolating the intrinsic connections by removing the external effects. Techn...

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Detalhes bibliográficos
Main Authors: Li, Bing, Chuns, Hyonho, Zhao, Hongyu
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3932550/
https://ncbi.nlm.nih.gov/pubmed/24574574
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2011.644498
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