Recurrence Quantification Analysis: Theory and Best Practices

Author:   Charles L. Webber, Jr. ,  Norbert Marwan
Publisher:   Springer International Publishing AG
Edition:   2015 ed.
ISBN:  

9783319071541


Pages:   421
Publication Date:   12 August 2014
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Recurrence Quantification Analysis: Theory and Best Practices


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Overview

The analysis of recurrences in dynamical systems by using recurrence plots and their quantification is still an emerging field. Over the past decades recurrence plots have proven to be valuable data visualization and analysis tools in the theoretical study of complex, time-varying dynamical systems as well as in various applications in biology, neuroscience, kinesiology, psychology, physiology, engineering, physics, geosciences, linguistics, finance, economics, and other disciplines. This multi-authored book intends to comprehensively introduce and showcase recent advances as well as established best practices concerning both theoretical and practical aspects of recurrence plot based analysis. Edited and authored by leading researcher in the field, the various chapters address an interdisciplinary readership, ranging from theoretical physicists to application-oriented scientists in all data-providing disciplines.

Full Product Details

Author:   Charles L. Webber, Jr. ,  Norbert Marwan
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2015 ed.
Dimensions:   Width: 15.50cm , Height: 2.40cm , Length: 23.50cm
Weight:   7.745kg
ISBN:  

9783319071541


ISBN 10:   3319071548
Pages:   421
Publication Date:   12 August 2014
Audience:   College/higher education ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Mathematical and Computational Foundations of Recurrence.- Estimating Kolmogorov Entropy from Recurrence Plots.-Identifying Coupling Directions by Recurrences.- Complex Network Analysis of Recurrences.- Time Distortions and Other Oddities.- Dynamic Coupling between Respiratry and Cardiovascular System.

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