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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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Bibliografiske detaljer
Main Authors: McGeachie, Michael J., Chang, Hsun-Hsien, Weiss, Scott T.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2014
Fag:
Online adgang: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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