Bayesian estimation of multivariate Gaussian Markov random fields with constraint

DOI10.1002/SIM.8752zbMATH Open1546.62511MaRDI QIDQ6617425

Ying C. MacNab

Publication date: 10 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

singular value decompositionshrinkage estimationlattice datahierarchical centeringdisease mappingdeviance information criterionspatial confoundingmultivariate Gaussian Markov random fieldsmultivariate conditional autoregressive modelspositive definiteness constraintstrictly diagonal dominance criterion

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Title not available (Why is that?)
• A spatial model for multivariate lattice data
• A spatial analysis of multivariate output from regional climate models
• Multi-dimensional multivariate Gaussian Markov random fields with application to image processing
• Block diagonally dominant matrices and generalizations of the Gerschgorin circle theorem
• Some recent work on multivariate Gaussian Markov random fields
• Rejoinder on: ``Some recent work on multivariate Gaussian Markov random fields
• Autoregressive Spatial Smoothing and Temporal Spline Smoothing for Mapping Rates
• Spatial classification using fuzzy membership models
• A Bivariate Bayes Method for Improving the Estimates of Mortality Rates With a Twofold Conditional Autoregressive Model
• Bayesian Measures of Model Complexity and Fit
• Gaussian Markov Random Fields
• Efficient parametrisations for normal linear mixed models
• Order-Free Co-Regionalized Areal Data Models with Application to Multiple-Disease Mapping
• A general modelling framework for multivariate disease mapping
• Parameterizing correlations: a geometric interpretation
• The Deviance Information Criterion: 12 Years on
• Comments on: ``Some recent work on multivariate Gaussian Markov random fields

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