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Hamiltonian Monte Carlo sampling to estimate past population dynamics using the skygrid coalescent model in a Bayesian phylogenetics framework

Nonparametric coalescent-based models are often employed to infer past population dynamics over time. Several of these models, such as the skyride and skygrid models, are equipped with a block-updating Markov chain Monte Carlo sampling scheme to efficiently estimate model parameters. The advent of p...

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Detalhes bibliográficos
Publicado no:Wellcome Open Res
Main Authors: Baele, Guy, Gill, Mandev S., Lemey, Philippe, Suchard, Marc A.
Formato: Artigo
Idioma:Inglês
Publicado em: F1000 Research Limited 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7463299/
https://ncbi.nlm.nih.gov/pubmed/32923688
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.12688/wellcomeopenres.15770.1
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