Nonlinear Time Series Analysis

Holger Kantz

ISBN 10: 0521529026 / ISBN 13: 9780521529020

Published by Cambridge University Press, 2004

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Bibliographic Details

• Title: Nonlinear Time Series Analysis
• Publisher: Cambridge University Press
• Publication Date: 2004
• Language: English
• ISBN 10: 0521529026
• ISBN 13: 9780521529020
• Binding: Paperback / softback
• Edition: 2nd Edition
• Condition: New

About this title

Synopsis

The time variability of many natural and social phenomena is not well described by standard methods of data analysis. However, nonlinear time series analysis uses chaos theory and nonlinear dynamics to understand seemingly unpredictable behavior. The results are applied to real data from physics, biology, medicine, and engineering in this volume. Researchers from all experimental disciplines, including physics, the life sciences, and the economy, will find the work helpful in the analysis of real world systems. First Edition Hb (1997): 0-521-55144-7 First Edition Pb (1997): 0-521-65387-8

Book Description

The time variability of many natural and social phenomena is not well described by standard methods of data analysis. Nonlinear time series analysis uses chaos theory and nonlinear dynamics to understand such seemingly unpredictable behaviour. Results are applied to real data from physics, biology, medicine, and engineering. While based on a sound mathematical background, the book emphasises practical usefulness. Researchers from all experimental disciplines, including physics, the life sciences, and economy, will find guidance for the analysis of real world systems.