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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...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: SHOJAIE, ALI, MICHAILIDIS, GEORGE
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Oxford University Press 2010
Aiheet:
Linkit: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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