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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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Библиографические подробности
Опубликовано в: :Spat Spatiotemporal Epidemiol
Главные авторы: Chen, Cici, Wakefield, Jon, Lumely, Thomas
Формат: Artigo
Язык:Inglês
Опубликовано: 2014
Предметы:
Online-ссылка: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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