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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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Vydáno v:Biostatistics
Hlavní autoři: Lin, Lin, Chan, Cliburn, West, Mike
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2016
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On-line přístup: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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