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Statistical analysis of fMRI data

Author: F Gregory Ashby
Publisher: Cambridge, Mass. : MIT Press, ©2011.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:

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

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Genre/Form: Electronic books
Additional Physical Format: Print version:
Ashby, F. Gregory.
Statistical analysis of fMRI data.
Cambridge, Mass. : MIT Press, ©2011
(DLC) 2010018803
(OCoLC)624405310
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: F Gregory Ashby
ISBN: 9780262295697 0262295695
OCLC Number: 727944817
Description: 1 online resource (xiii, 332 pages) : illustrations
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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