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Bayesian Clustering Using Hidden Markov Random Fields in Spatial Population Genetics

We introduce a new Bayesian clustering algorithm for studying population structure using individually geo-referenced multilocus data sets. The algorithm is based on the concept of hidden Markov random field, which models the spatial dependencies at the cluster membership level. We argue that (i) a M...

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Détails bibliographiques
Auteurs principaux: François, Olivier, Ancelet, Sophie, Guillot, Gilles
Format: Artigo
Langue:Inglês
Publié: Copyright © 2006 by the Genetics Society of America 2006
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC1602073/
https://ncbi.nlm.nih.gov/pubmed/16888334
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1534/genetics.106.059923
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