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The use of sampling weights in Bayesian hierarchical models for small area estimation

Hierarchical modeling has been used extensively for small area estimation. However, design weights that are required to reflect complex surveys are rarely considered in these models. We develop computationally efficient, Bayesian spatial smoothing models that acknowledge the design weights. Computat...

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Detalhes bibliográficos
Publicado no:Spat Spatiotemporal Epidemiol
Main Authors: Chen, Cici, Wakefield, Jon, Lumely, Thomas
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4357363/
https://ncbi.nlm.nih.gov/pubmed/25457595
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.sste.2014.07.002
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