Handbook of functional MRI data analysis - Poldrack, Russell A; Mumford, Jeanette A., 1975-; Nichols, Thomas E (New York : Cambridge University Press, 2011)
Introduction -- Image processing basics -- Preprocessing fMRI data -- Spatial normalization -- Statistical modeling: single subject analysis -- Statistical modeling: group analysis -- Statistical inference on images -- Modeling brain connectivity -- Multivoxel pattern analysis and machine learning -- Visualizing, localizing, and reporting fMRI data -- Review of general linear model -- Data organization and management -- Image formats
Includes bibliographical references and index
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Keywords: Brain mapping -- Statistical methods; Brain -- Imaging -- Statistical methods; Magnetic resonance imaging