Bayesian spatial modeling of incomplete data with application to HIV prevalence in Ghana

DOI10.1007/S13571-023-00308-6OpenAlexW4386375000MaRDI QIDQ6084700

Ofer Harel, Prince Allotey

Publication date: 6 November 2023

Published in: Sankhyā. Series B (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13571-023-00308-6

zbMATH Keywords

incomplete datamultiple imputationdisease mappingBayesian hierarchical modelingspatial random effectscomplete case analysis

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Bayesian inference (62F15) Bayesian problems; characterization of Bayes procedures (62C10) Statistics (62-XX)

Cites Work

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• Inferences on missing information under multiple imputation and two-stage multiple imputation
• Bayesian image restoration, with two applications in spatial statistics (with discussion)
• Hierarchical Bayesian modeling in the environmental sciences
• Order selection tests with multiply imputed data
• Efficient parametrisations for normal linear mixed models
• A kriging method for fuzzy spatial data
• Handbook of Spatial Epidemiology
• Statistics for Spatial Data
• Imputation and Variable Selection in Linear Regression Models with Missing Covariates
• NOTES ON CONTINUOUS STOCHASTIC PHENOMENA
• Bayesian survival analysis

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