Bayesian modelling of environmental risk: Example using a small area ecological study of coronary heart disease mortality in relation to modelled outdoor nitrogen oxide levels

DOI10.1007/s00477-007-0134-1zbMath1398.92116OpenAlexW2005021595MaRDI QIDQ1001524

Robert Haining, Tim Pearson, Ravi Maheswaran, Paul Brindley, Jane Law

Publication date: 18 February 2009

Published in: Stochastic Environmental Research and Risk Assessment (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00477-007-0134-1

zbMATH Keywords

Poisson regressionspatial autocorrelationBayesian modellingspatial random effects

Mathematics Subject Classification ID

Medical applications (general) (92C50) Ecology (92D40)

Related Items (1)

Cuts in Bayesian graphical models

Uses Software

• BUGS

Cites Work

• Sensitivity Analyses for Ecological Regression
• Bayesian Measures of Model Complexity and Fit
• Ecological Regression Analysis of Environmental Benzene Exposure and Childhood Leukaemia: Sensitivity to Data Inaccuracies, Geographical Scale and Ecological Bias
• Outdoor NO_x and stroke mortality: adjusting for small area level smoking prevalence using a Bayesian approach
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