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Inhaltsangabe
Deterministic chaos provides a striking explanation for irregular behaviour and anomalies in systems which seem not to be inherently stochastic. This book describes the most direct link between chaos theory and the real world, which is the analysis of time series from real systems in terms of nonlinear dynamics.
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Críticas
"This book will be of value to any graduate student or researcher who needs to be able to analyse time series data, especially in the fields of physics, chemistry, biology, geophysics, medicine, economics and their social sciences." Mathematical Reviews
Reseña del editor
Deterministic chaos provides a novel framework for the analysis of irregular time series. Traditionally, nonperiodic signals are modeled by linear stochastic processes. But even very simple chaotic dynamical systems can exhibit strongly irregular time evolution without random inputs. Chaos theory offers completely new concepts and algorithms for time series analysis which can lead to a thorough understanding of the signal. The book introduces a broad choice of such concepts and methods, including phase space embeddings, nonlinear prediction and noise reduction, Lyapunov exponents, dimensions and entropies, as well as statistical tests for nonlinearity. Related topics like chaos control, wavelet analysis and pattern dynamics are also discussed. Applications range from high quality, strictly deterministic laboratory data to short, noisy sequences which typically occur in medicine, biology, geophysics or the social sciences. All material is discussed and illustrated using real experimental data.
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- VerlagCambridge University Press
- Erscheinungsdatum1999
- ISBN 10 0521653878
- ISBN 13 9780521653879
- EinbandTapa blanda
- SpracheEnglisch
- Anzahl der Seiten320
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Nonlinear Time Series Analysis (Cambridge Nonlinear Science Series)
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Nonlinear Time Series Analysis (Cambridge Nonlinear Science Series)
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Paperback. Zustand: Very Good. This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. Bestandsnummer des Verkäufers 6545-9780521653879
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Nonlinear time series analysis. (Cambridge nonlinear science series; 7). Ex-Library.
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ISBN 10: 0521653878
ISBN 13: 9780521653879
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Nonlinear Time Series Analysis
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Cambridge Universty Press, 1997
ISBN 10: 0521653878
ISBN 13: 9780521653879
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Nonlinear Time Series Analysis (Cambridge Nonlinear Science Series, Series Number 7)
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Cambridge University Press, 1999
ISBN 10: 0521653878
ISBN 13: 9780521653879
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