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Gaussian Bayesian network comparisons with graph ordering unknown

A Bayesian approach is proposed that unifies Gaussian Bayesian network constructions and comparisons between two networks (identical or differential) for data with graph ordering unknown. When sampling graph ordering, to escape from local maximums, an adjusted single queue equi-energy algorithm is a...

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Detalles Bibliográficos
Publicado en:Comput Stat Data Anal
Main Authors: Zhang, Hongmei, Huang, Xianzheng, Han, Shengtong, Rezwan, Faisal I., Karmaus, Wilfried, Arshad, Hasan, Holloway, John W
Formato: Artigo
Idioma:Inglês
Publicado: 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7781289/
https://ncbi.nlm.nih.gov/pubmed/33408431
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2020.107156
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