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Discriminative variable subsets in Bayesian classification with mixture models, with application in flow cytometry studies

We discuss the evaluation of subsets of variables for the discriminative evidence they provide in multivariate mixture modeling for classification. The novel development of Bayesian classification analysis presented is partly motivated by problems of design and selection of variables in biomolecular...

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Detalhes bibliográficos
Publicado no:Biostatistics
Main Authors: Lin, Lin, Chan, Cliburn, West, Mike
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4679067/
https://ncbi.nlm.nih.gov/pubmed/26040910
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxv021
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