Applied Nonlinear Time Series Analysis: Applications In Physics, Physiology And Finance
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A01=Michael Small
Author_Michael Small
Category=PBK
Category=PBT
Category=PBWR
Category=PH
Chaos
Computational Modeling
Correlation Dimension
Deterministic Nonlinear Dynamics
Dynamical Systems
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Nonlinear Time Series Analysis
Simulation and Prediction
Surrogate Time Series Methods
Product details
- ISBN 9789812561176
- Publication Date: 28 Mar 2005
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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Nonlinear time series methods have developed rapidly over a quarter of a century and have reached an advanced state of maturity during the last decade. Implementations of these methods for experimental data are now widely accepted and fairly routine; however, genuinely useful applications remain rare. This book focuses on the practice of applying these methods to solve real problems.To illustrate the usefulness of these methods, a wide variety of physical and physiological systems are considered. The technical tools utilized in this book fall into three distinct, but interconnected areas: quantitative measures of nonlinear dynamics, Monte-Carlo statistical hypothesis testing, and nonlinear modeling. Ten highly detailed applications serve as case studies of fruitful applications and illustrate the mathematical techniques described in the text.
