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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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Bibliographic Details
Main Authors: Manolopoulou, Ioanna, Chan, Cliburn, West, Mike
Format: Artigo
Language:Inglês
Published: 2010
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC2943396/
https://ncbi.nlm.nih.gov/pubmed/20865145
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