A group analysis using the Multiregression Dynamic Models for fMRI networked time series

• Published in: Journal of statistical planning and inference Vol. 198; pp. 43 - 61
• Main Authors: Costa, Lilia, Smith, James Q., Nichols, Thomas
• Format: Journal Article
• Language: English
• Published: Netherlands Elsevier B.V 01.01.2019; Elsevier
• Subjects: Bayesian network; Cluster analysis; Functional Magnetic Resonance Imaging (fMRI); Group analysis; Multiregression Dynamic Model; Cluster analysis; Functional Magnetic Resonance Imaging (fMRI); Group analysis; Bayesian network; Multiregression Dynamic Model

Connectivity studies of the brain are usually based on functional Magnetic Resonance Imaging (fMRI) experiments involving many subjects. These studies need to take into account not only the interaction between areas of a single brain but also the differences amongst those subjects. In this paper we...