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Selection Sampling from Large Data Sets for Targeted Inference in Mixture Modeling

One of the challenges in using Markov chain Monte Carlo for model analysis in studies with very large datasets is the need to scan through the whole data at each iteration of the sampler, which can be computationally prohibitive. Several approaches have been developed to address this, typically draw...

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Detalhes bibliográficos
Main Authors: Manolopoulou, Ioanna, Chan, Cliburn, West, Mike
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2943396/
https://ncbi.nlm.nih.gov/pubmed/20865145
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