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Multivariate analysis for fMRI data investigation and model checking

✍ Scribed by Ferath Kherif; Alexandre Andrade; Habib Benali; Denis Le Bihan; Jean-Baptiste Poline

Book ID
119585124
Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
99 KB
Volume
13
Category
Article
ISSN
1053-8119

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## Abstract This article describes the combination of multivariate Granger causality analysis, temporal down‐sampling of fMRI time series, and graph theoretic concepts for investigating causal brain networks and their dynamics. As a demonstration, this approach was applied to analyze epoch‐to‐epoch