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Dirichlet Mixtures, the Dirichlet Process, and the Structure of Protein Space

The Dirichlet process is used to model probability distributions that are mixtures of an unknown number of components. Amino acid frequencies at homologous positions within related proteins have been fruitfully modeled by Dirichlet mixtures, and we use the Dirichlet process to derive such mixtures w...

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Detalhes bibliográficos
Main Authors: Nguyen, Viet-An, Boyd-Graber, Jordan, Altschul, Stephen F.
Formato: Artigo
Idioma:Inglês
Publicado em: Mary Ann Liebert, Inc. 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3541698/
https://ncbi.nlm.nih.gov/pubmed/23294268
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1089/cmb.2012.0244
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