Handbook of neuroimaging data analysis / edited by Hernando Ombao, Martin Lindquist, Wesley Thompson, John Aston.

Format:

Book

Contributor:

Ombao, Hernando, editor.

Lindquist, Martin, editor.

Thompson, Wesley (Of University of California, San Diego), editor.

Aston, John (Of University of Cambridge), editor.

Taylor & Francis eBooks.

Esther K. and Maxwell Sillman Fund.

Series:

Chapman & Hall/CRC handbooks of modern statistical methods

Language:

English

Subjects (All):

Neurosciences--Statistics--Handbooks, manuals, etc.

Neurosciences.

Statistics.

Genre:

Handbooks and manuals.

Physical Description:

1 online resource (xxxix, 661 pages): illustrations (some color.

Other Title:

Neuroimaging data analysis

Place of Publication:

Boca Raton, Florida : CRC Press, Taylor & Francis Group, [2017]

System Details:

text file

Contents:

I. Overview. 1. Overview of the handbook

II. Imaging modalities. 2. Positron emission tomography: some analysis methods ; 3. Structural magnetic resonance imaging ; 4. Diffusion magnetic resonance imaging ; 5. A tutorial for multisequence clinical structural brain MRI ; 6. Principles of functional magnetic resonance imaging ; 7. Electroencephalography (EEG): neurophysics, experimental methods and signal processing

III. Statistical methods and models. 8. Image reconstruction in functional MRI ; 9. Statistical analysis on brain surfaces ; 10. Neuroimage preprocessing ; 11. Linear and nonlinear models for fMRI time series analysis ; 12. Functional neuroimaging group studies ; 13. Corrections for multiplicity in functional neuroimaging data ; 14. Functional connectivity analyses for fMRI data ; 15. Multivariate decompositions in brain imaging ; 16. Effective connectivity and causal inference in neuroimaging ; 17. Network analysis ; 18. Modeling change in the brain: methods for cross-sectional and longitudinal data ; 19. Joint fMRI and DTI models for brain connectivity ; 20. Statistical analysis of electroencephalograms ; 21. Advanced topics for modeling electroencephalograms.

Notes:

"A Chapman & Hall book."

Includes bibliographical references and index.

Electronic reproduction. London Available via World Wide Web.

Description based on print version record.

Local Notes:

Acquired for the Penn Libraries with assistance from the Esther K. and Maxwell Sillman Fund.

ISBN:

9781482220988

1482220989

Publisher Number:

99974491157

Access Restriction:

Restricted for use by site license.