Hierarchical Bayesian bivariate disease mapping: analysis of children and adults asthma visits to hospital

DOI10.1080/02664763.2013.847066OpenAlexW2023864949MaRDI QIDQ5128608

Mahmoud Torabi

Publication date: 28 October 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2013.847066

zbMATH Keywords

spatial statisticshierarchical Bayesian modelmultivariate datadisease mappingconditional autoregressive modelgeographic epidemiology

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

Bayesian joint modeling of correlated counts data with application to adverse birth outcomes

Uses Software

• R
• BUGS
• spBayes

Cites Work

• Unnamed Item
• Hierarchical Bayes estimation of spatial statistics for rates
• Smoothed ANOVA with spatial effects as a competitor to MCAR in multivariate spatial smoothing
• Bayesian image restoration, with two applications in spatial statistics (with discussion)
• Inference from iterative simulation using multiple sequences
• Simulation Run Length Control in the Presence of an Initial Transient
• Generalized Hierarchical Multivariate CAR Models for Areal Data
• Sampling-Based Approaches to Calculating Marginal Densities
• A Bivariate Bayes Method for Improving the Estimates of Mortality Rates With a Twofold Conditional Autoregressive Model
• Order-Free Co-Regionalized Areal Data Models with Application to Multiple-Disease Mapping
• Spatial modeling using frequentist approach for disease mapping
• Hierarchical Bayes estimation in small area estimation using cross-sectional and time-series data
• Proper multivariate conditional autoregressive models for spatial data analysis
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

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