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CGBayesNets: Conditional Gaussian Bayesian Network Learning and Inference with Mixed Discrete and Continuous Data

Bayesian Networks (BN) have been a popular predictive modeling formalism in bioinformatics, but their application in modern genomics has been slowed by an inability to cleanly handle domains with mixed discrete and continuous variables. Existing free BN software packages either discretize continuous...

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Detalhes bibliográficos
Main Authors: McGeachie, Michael J., Chang, Hsun-Hsien, Weiss, Scott T.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4055564/
https://ncbi.nlm.nih.gov/pubmed/24922310
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1003676
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