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Applied Nonlinear Time Series Analysis|Michael Small

Applied Nonlinear Time Series Analysis : Applications in Physics, Physiology and Finance

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Overview

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.

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Details

  • ISBN-13: 9789812561176
  • ISBN-10: 981256117X
  • Publisher: World Scientific Publishing Company
  • Publish Date: March 2005
  • Dimensions: 9.24 x 6.32 x 0.76 inches
  • Shipping Weight: 1.14 pounds
  • Page Count: 260

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