Hierarchical Bayes estimation of mortality rates for disease mapping

DOI10.1016/S0378-3758(97)00165-1zbMath0935.62124MaRDI QIDQ1299369

Tapabrata Maiti

Publication date: 8 May 2000

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

zbMATH Keywords

empirical BayesGibbs samplinghierarchical BayesMetropolis-Hastingsdisease mappingsmall areahyperparameter

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Empirical decision procedures; empirical Bayes procedures (62C12)

Related Items (8)

Exchangeable mortality projection ⋮ Relative risk analysis of dengue cases using convolution extended into spatio-temporal model ⋮ Bayesian analysis for outliers in survey sampling ⋮ Robust generalized linear mixed models for small area estimation ⋮ Hierarchical Bayesian modelling of spatial age-dependent mortality ⋮ Mixed Poisson Distributions ⋮ Hierarchical Bayes GLMs for the analysis of spatial data: An application to disease mapping ⋮ Modelling risks in disease mapping

Cites Work

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• Mapping Disease and Mortality Rates Using Empirical Bayes Estimators
• Adaptive Rejection Sampling for Gibbs Sampling
• Robust Estimation of Mean Squared Error of Small Area Estimators
• Equation of State Calculations by Fast Computing Machines
• Monte Carlo sampling methods using Markov chains and their applications
• The Estimation of the Mean Squared Error of Small-Area Estimators

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