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Current Trends in Bayesian Methodology with Applications
book

Current Trends in Bayesian Methodology with Applications

by Satyanshu K. Upadhyay, Umesh Singh, Dipak K. Dey, Appaia Loganathan
May 2015
Intermediate to advanced content levelIntermediate to advanced
680 pages
22h 33m
English
Chapman and Hall/CRC
Content preview from Current Trends in Bayesian Methodology with Applications
Contents
List of Figures xix
List of Tables xxvii
Preface xxxi
Foreword xxxiii
List of Contributors xxxv
1 Bayesian Inference on the Brain: Bayesian Solutions
to Selected Problems in Neuroimaging 1
John A. D. Aston and Adam M. Johansen
1.1 Introduction 2
1.2 Background 3
1.2.1 Neuroscience and its imaging problems 3
1.2.2 Monte Carlo and sequential Monte Carlo 4
1.3 Application: Functional Magnetic Resonance Imaging 8
1.3.1 Problem 9
1.3.2 Metho dology 10
1.3.3 Results 11
1.4 Application: Positron Emission Tomography 15
1.4.1 Problem 15
1.4.2 Background 16
1.4.3 Modelling & Methodology 18
1.4.3.1 Modelling 18
1.4.3.2 Metho dology 19
1.4.4 Example 21
1.5 Application: ...
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Publisher Resources

ISBN: 9781482235128