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Joint Skeleton Estimation of Multiple Directed Acyclic Graphs for Heterogeneous Population

The directed acyclic graph (DAG) is a powerful tool to model the interactions of high-dimensional variables. While estimating edge directions in a DAG often requires interventional data, one can estimate the skeleton of a DAG (i.e., an undirected graph formed by removing the direction of each edge i...

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Detalhes bibliográficos
Publicado no:Biometrics
Main Authors: Liu, Jianyu, Sun, Wei, Liu, Yufeng
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6546091/
https://ncbi.nlm.nih.gov/pubmed/30081434
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12941
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