Details
Applied Nonlinear Time Series Analysis: Applications In Physics, Physiology And Finance
World Scientific Series On Nonlinear Science Series A
231,00 € |
|
Verlag: | World Scientific Publishing |
Format: | |
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.