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Statistical Analysis of Functional Magnetic Resonance Imaging Data

Statistical Analysis of Functional Magnetic Resonance Imaging Data
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Author(s): Nicole A. Lazar (University of Georgia, USA)
 Copyright: 2017
 Pages: 12
 Source title: Handbook of Research on Applied Cybernetics and Systems Science
Source Author(s)/Editor(s): Snehanshu Saha (PESIT South Campus, India), Abhyuday Mandal (University of Georgia, USA), Anand Narasimhamurthy (BITS Hyderabad, India), Sarasvathi V (PESIT- Bangalore South Campus, India)and Shivappa Sangam (UGC, India)
 DOI: 10.4018/978-1-5225-2498-4.ch005

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Abstract

The analysis of functional magnetic resonance imaging (fMRI) data poses many statistical challenges. The data are massive, noisy, and have a complicated spatial and temporal correlation structure. This chapter introduces the basics of fMRI data collection and surveys common approaches for data analysis.

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