Markov Chain Monte Carlo Random Effects Modeling in Magnetic Resonance Image Processing Using the BRugs Interface to WinBUGS

Markov Chain Monte Carlo Random Effects Modeling in Magnetic Resonance Image Processing Using the BRugs Interface to WinBUGS

A common feature of many magnetic resonance image (MRI) data processing methods is the voxel-by-voxel (a voxel is a volume element) manner in which the processing is performed. In general, however, MRI data are expected to exhibit some level of spatial correlation, rendering an independent-voxels tr...

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Bibliographic Details
Main Authors: David G. Gadian, Chris A. Clark, Fernando Calamente, Martin D. King
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2011-10-01
Series:Journal of Statistical Software
Subjects:
R
random effects
Markov chain Monte Carlo
BRugs
WinBUGS
GeoBUGS
magnetic resonance imaging.
Online Access:http://www.jstatsoft.org/v44/i02/paper

Internet

http://www.jstatsoft.org/v44/i02/paper

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