Fast hierarchical Bayesian analysis of population structure

We present fastbaps, a fast solution to the genetic clustering problem. Fastbaps rapidly identifies an approximate fit to a Dirichlet process mixture model (DPM) for clustering multilocus genotype data. Our efficient model-based clustering approach is able to cluster datasets 10–100 times larger tha...

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Bibliographic Details
Published in:Nucleic Acids Res
Main Authors: Tonkin-Hill, Gerry, Lees, John A, Bentley, Stephen D, Frost, Simon D W, Corander, Jukka
Format: Artigo
Language:Inglês
Published: Oxford University Press 2019
Subjects:
Computational Biology
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6582336/
https://ncbi.nlm.nih.gov/pubmed/31076776
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/nar/gkz361
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