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Bayesian hierarchically weighted finite mixture models for samples of distributions

Finite mixtures of Gaussian distributions are known to provide an accurate approximation to any unknown density. Motivated by DNA repair studies in which data are collected for samples of cells from different individuals, we propose a class of hierarchically weighted finite mixture models. The model...

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Bibliografske podrobnosti
Main Authors: Rodriguez, Abel, Dunson, David B., Taylor, Jack
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2009
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2733158/
https://ncbi.nlm.nih.gov/pubmed/18708650
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxn024
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