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A Bayesian Approach for Learning Gene Networks Underlying Disease Severity in COPD

In this paper, we propose a Bayesian hierarchical approach to infer network structures across multiple sample groups where both shared and differential edges may exist across the groups. In our approach, we link graphs through a Markov random field prior. This prior on network similarity provides a...

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Detalles Bibliográficos
Publicado en:Stat Biosci
Main Authors: Shaddox, Elin, Stingo, Francesco C., Peterson, Christine B., Jacobson, Sean, Cruickshank-Quinn, Charmion, Kechris, Katerina, Bowler, Russell, Vannucci, Marina
Formato: Artigo
Idioma:Inglês
Publicado: 2016
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8078135/
https://ncbi.nlm.nih.gov/pubmed/33912251
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s12561-016-9176-6
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