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Modeling group fMRI data

Social Cognitive and Affective NeurosciencePublished 1 September 2007Open access
Jeanette A. Mumford, Russell A. Poldrack
Citations69
SJR quartileQ1
SJR score1.47
SNIP1.22
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TL;DR

The need for a mixed effects model is motivated and the different stages of the mixed model used to analyze group fMRI data are outlined.

Abstract

The analysis of group fMRI data requires a statistical model known as the mixed effects model. This article motivates the need for a mixed effects model and outlines the different stages of the mixed model used to analyze group fMRI data. Different modeling options and their impact on analysis results are also described.

Keywords

MedicineNeuroscience