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Applied Nonlinear Time Series Analysis: Applications In Physics, Physiology And Finance


Applied Nonlinear Time Series Analysis: Applications In Physics, Physiology And Finance


World Scientific Series On Nonlinear Science Series A

von: Small Michael Small

234,00 €

Verlag: World Scientific Publishing
Format: PDF
Veröffentl.: 28.03.2005
ISBN/EAN: 9789812567772
Sprache: englisch
Anzahl Seiten: 260

DRM-geschütztes eBook, Sie benötigen z.B. Adobe Digital Editions und eine Adobe ID zum Lesen.

Beschreibungen

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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