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Bayesian inference in FMRI.

Abstract:

Bayesian inference has taken FMRI methods research into areas that frequentist statistics have struggled to reach. In this article we will consider some of the early forays into Bayes and what motivated its use. We shall see the impact that Bayes has had on haemodynamic modelling, spatial modelling, group analysis, model selection and brain connectivity analysis; and consider how these advancements have spun-off into related areas of neuroscience and some of the challenges that remain. Bayes ...

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Publication status:
Published

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Institution:
University of Oxford
Department:
Oxford, MSD, Psychiatry
Role:
Author
Journal:
NeuroImage
Volume:
62
Issue:
2
Pages:
801-810
Publication date:
2012-08-05
DOI:
EISSN:
1095-9572
ISSN:
1053-8119
URN:
uuid:5f62a3b8-a71e-4969-bfc2-a79c95d705ec
Source identifiers:
221417
Local pid:
pubs:221417

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