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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
..".original, fundamentally honest and very useful and valuable...an indispensable tool for all student, engineers and researchers who are confronted with the analysis of possibly chaotic signals." Journal of Biological Sciences
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
- Erscheinungsdatum1997
- ISBN 10 0521551447
- ISBN 13 9780521551441
- EinbandTapa dura
- SpracheEnglisch
- Anzahl der Seiten320
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Nonlinear time series analysis.
Verlag:
Cambridge, Cambridge University Press, 2000
ISBN 10: 0521551447
ISBN 13: 9780521551441
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Hardcover
Anbieter: Antiquariat Bookfarm, Löbnitz, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Hardcover. Transfer. to digital printing. 304 S. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. Ex-library with stamp and library-signature. GOOD condition, some traces of use. 9780521551441 Sprache: Englisch Gewicht in Gramm: 550. Artikel-Nr. 2149794
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Foto des Verkäufers
Nonlinear Time Series Analysis (Cambridge Nonlinear Science Series, 7).
Verlag:
Cambridge University Press, 1997
ISBN 10: 0521551447
ISBN 13: 9780521551441
Gebraucht
Hardcover
Anbieter: Antiquariat Bookfarm, Löbnitz, Deutschland
Verkäuferbewertung 5 von 5 Sternen
304 pages Book in sehr good condition. 9780521551441 Sprache: Englisch Gewicht in Gramm: 1100. Artikel-Nr. 1011011
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