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Accelerating Computation in Markov Random Field Models for Spatial Data via Structured MCMC.

Authors :
Haran, Murali
Hodges, James S.
Carlin, Bradley P.
Source :
Journal of Computational & Graphical Statistics. Jun2003, Vol. 12 Issue 2, p249. 16p.
Publication Year :
2003

Abstract

Presents a study that described block updating algorithms for analyzing Bayesian hierarchical models for disease mapping. Theoretical background; Data used for the study; Computational approach considered; Findings and its implications.

Details

Language :
English
ISSN :
10618600
Volume :
12
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Computational & Graphical Statistics
Publication Type :
Academic Journal
Accession number :
9978952
Full Text :
https://doi.org/10.1198/1061860031833