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Bayesian Network Marker Selection via the Thresholded Graph Laplacian Gaussian Prior

Selecting informative nodes over large-scale networks becomes increasingly important in many research areas. Most existing methods focus on the local network structure and incur heavy computational costs for the large-scale problem. In this work, we propose a novel prior model for Bayesian network m...

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Detalhes bibliográficos
Publicado no:Bayesian Anal
Main Authors: Cai, Qingpo, Kang, Jian, Yu, Tianwei
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7428197/
https://ncbi.nlm.nih.gov/pubmed/32802246
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/18-ba1142
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