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Using Bayesian Latent Gaussian Graphical Models to Infer Symptom Associations in Verbal Autopsies

Learning dependence relationships among variables of mixed types provides insights in a variety of scientific settings and is a well-studied problem in statistics. Existing methods, however, typically rely on copious, high quality data to accurately learn associations. In this paper, we develop a me...

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Veröffentlicht in:Bayesian Anal
Hauptverfasser: Li, Zehang Richard, McComick, Tyler H., Clark, Samuel J.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2019
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7709479/
https://ncbi.nlm.nih.gov/pubmed/33273996
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/19-ba1172
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