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Bayesian 2-Stage Space-Time Mixture Modeling With Spatial Misalignment of the Exposure in Small Area Health Data

We develop a new Bayesian two-stage space-time mixture model to investigate the effects of air pollution on asthma. The two-stage mixture model proposed allows for the identification of temporal latent structure as well as the estimation of the effects of covariates on health outcomes. In the paper,...

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Podrobná bibliografie
Vydáno v:J Agric Biol Environ Stat
Hlavní autoři: Lawson, Andrew B., Choi, Jungsoon, Cai, Bo, Hossain, Monir, Kirby, Russell S., Liu, Jihong
Médium: Artigo
Jazyk:Inglês
Vydáno: 2012
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5607961/
https://ncbi.nlm.nih.gov/pubmed/28943751
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13253-012-0100-3
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