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Penalized likelihood methods for estimation of sparse high-dimensional directed acyclic graphs

Directed acyclic graphs are commonly used to represent causal relationships among random variables in graphical models. Applications of these models arise in the study of physical and biological systems where directed edges between nodes represent the influence of components of the system on each ot...

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Autors principals: SHOJAIE, ALI, MICHAILIDIS, GEORGE
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2010
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3254233/
https://ncbi.nlm.nih.gov/pubmed/22434937
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asq038
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