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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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| Главные авторы: | , |
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| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
Oxford University Press
2010
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| Предметы: | |
| Online-ссылка: | 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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