Bayesian Disease Mapping : Hierarchical Modeling in Spatial Epidemiology, Third Edition (Hardcover, 3 ed)

Introduction

Bayesian Inference and Modeling

Computational Issues

Residuals and Goodness-of-Fit

Disease Map Reconstruction and Relative Risk Estimation

Disease Cluster Detection

Regression and Ecological Analysis

Putative Hazard Modeling

Multiple Scale Analysis

Multivariate Disease Analysis

Spatial Survival and Longitudinal Analysis

Spatio-temporal Disease Mapping

Disease Map Surveillance

Infectious disease Modeling

Computational Software Issues

Basic R and Win/OpenBUGS

Selected WinBUGS Code

R Code for Thematic Mapping

Appendices