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Statistical analysis of fMRI data / F. Gregory Ashby.

By: Material type: TextTextPublication details: Cambridge, Mass. : MIT Press, ©2011.Description: 1 online resource (xiii, 332 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9780262295697
  • 0262295695
  • 128311917X
  • 9781283119177
  • 9786613119179
  • 6613119172
Subject(s): Genre/Form: Additional physical formats: Print version:: Statistical analysis of fMRI data.DDC classification:
  • 616.07/548 22
LOC classification:
  • QP376.6 .A84 2011eb
NLM classification:
  • WN 185
Online resources:
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.
Summary: An overview of statistical methods for analyzing data from fMRI experiments.
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Includes bibliographical references and index.

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.

Print version record.

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

English.

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