Methods in brain connectivity inference through multivariate time series analysis. (2014)

• Record Type: Book
• Further Information: Note: Edited by Koichi Sameshima, Luiz Antonio Baccalá.
• Editors: Sameshima, Koichi; Baccala, Luiz Antonio
• Contents: Cover; Contents; Series Preface; Preface; Software and Data CD; Editors; Contributors; Chapter 1: Brain Connectivity: An Overview; Section I: Fundamental Theory; Chapter 2: Directed Transfer Function: A Pioneering Concept in Connectivity Analysis; Chapter 3: An Overview of Vector Autoregressive Models; Chapter 4: Partial Directed Coherence; Chapter 5: Information Partial Directed Coherence; Chapter 6: Assessing Connectivity in the Presence of Instantaneous Causality; Chapter 7: Asymptotic PDC Properties; Section II: Extensions. Chapter 8: Nonlinear Parametric Granger Causality in Dynamical NetworksChapter 9: Time-Variant Estimation of Connectivity and Kalman Filter; Section III: Applications; Chapter 10: Connectivity Analysis Based on Multielectrode EEG Inversion Methods with and without fMRI A Priori Information; Chapter 11: Methods for Connectivity Analysis in fMRI; Chapter 12: Assessing Causal Interactions among Cardiovascular Variability Series through a Time-Domain Granger Causality Approach; Section IV: Epilogue; Chapter 13: Multivariate Time-Series Brain Connectivity: A Sum-Up; Color Insert; Back Cover.
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2014
• Extent: 1 online resource (278 pages), illustrations
• Subjects: 612.8/2; Brain -- Physiology; Multivariate analysis; Time-series analysis; Brain -- physiology; Neurophysiology; Multivariate Analysis; MEDICAL -- Physiology; SCIENCE -- Life Sciences -- Human Anatomy & Physiology; Brain -- Physiology; Multivariate analysis; Time-series analysis; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781439845738; 1439845735
• Related ISBNs: 9781439845721
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.