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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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書目詳細資料
發表在:Comput Stat Data Anal
Main Authors: Zhang, Hongmei, Huang, Xianzheng, Han, Shengtong, Rezwan, Faisal I., Karmaus, Wilfried, Arshad, Hasan, Holloway, John W
格式: Artigo
語言:Inglês
出版: 2020
主題:
在線閱讀: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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