Bayesian 2-stage space-time mixture modeling with spatial misalignment of the exposure in small area health data

DOI10.1007/S13253-012-0100-3zbMath1302.62267OpenAlexW2024343822WikidataQ41706429 ScholiaQ41706429MaRDI QIDQ484672

Andrew B. Lawson, Russell S. Kirby, Monir Hossain, Bo Cai, Jungsoon Choi, Ji-Hong Liu

Publication date: 7 January 2015

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc5607961

zbMATH Keywords

air pollutionBayesian modelingcovariate adjustmentasthmaspace-time mixture model

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

Related Items (4)

Evaluation of Bayesian multiple stage estimation under spatial CAR model variants ⋮ Controlling for unmeasured confounding and spatial misalignment in long‐term air pollution and health studies ⋮ A Bayesian multistage spatio‐temporally dependent model for spatial clustering and variable selection ⋮ A Bayesian factor model for spatial panel data with a separable covariance approach

Uses Software

• spBayes

Cites Work

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