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Maximum Likelihood Estimation Over Directed Acyclic Gaussian Graphs

Estimation of multiple directed graphs becomes challenging in the presence of inhomogeneous data, where directed acyclic graphs (DAGs) are used to represent causal relations among random variables. To infer causal relations among variables, we estimate multiple DAGs given a known ordering in Gaussia...

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Bibliografski detalji
Glavni autori: Yuan, Yiping, Shen, Xiaotong, Pan, Wei
Format: Artigo
Jezik:Inglês
Izdano: 2012
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3866136/
https://ncbi.nlm.nih.gov/pubmed/24358074
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sam.11168
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