Applied Nonlinear Time Series Analysis: Applications in Physics, Physiology and Finance (World Scientific Nonlinear Science Series a)

Small, Dr Michael

ISBN 10: 981256117X / ISBN 13: 9789812561176

Published by World Scientific Publishing Company, 2005

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Seller Inventory # ERICA829981256117X4

Bibliographic Details

• Title: Applied Nonlinear Time Series Analysis: Applications in Physics, Physiology and Finance (World Scientific Nonlinear Science Series a)
• Publisher: World Scientific Publishing Company
• Publication Date: 2005
• Language: English
• ISBN 10: 981256117X
• ISBN 13: 9789812561176
• Binding: Hardcover
• Condition: Very Good
• Book Type: book

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Synopsis

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.