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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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Bibliografske podrobnosti
izdano v:Spat Spatiotemporal Epidemiol
Main Authors: Chen, Cici, Wakefield, Jon, Lumely, Thomas
Format: Artigo
Jezik:Inglês
Izdano: 2014
Teme:
Online dostop: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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