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Statistical analysis of fMRI data

Author: F Gregory Ashby
Publisher: Cambridge, Mass. : MIT Press, ©2011.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

An overview of statistical methods for analyzing data from fMRI experiments.

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: F Gregory Ashby
ISBN: 9780262015042 0262015048 9780262295697 0262295695
OCLC Number: 624405310
Description: xiii, 332 pages : illustrations ; 24 cm
Contents: Data formats --
Modeling the bold response --
Preprocessing --
The general linear model --
The multiple comparisons problem --
Group analyses --
Coherence analysis --
Granger causality --
Principal components analysis --
Independent component analysis --
Other methods.
Responsibility: F. Gregory Ashby.

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"This book covers all major fMRI analyses with a level of mathematical depth that is appropriate for cognitive and brain scientists with some background in statistics. The author has the rare ability Read more...

 
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