Nonlinear Time Series Analysis

Name: Nonlinear Time Series Analysis
Brand: Cambridge University Press
SKU: 9780521529020
Price: 549.07 RON
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Autor: Holger Kantz

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Editura: Cambridge University Press

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The paradigm of deterministic chaos has influenced thinking in many fields of science. Chaotic syste...

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Autor

Holger Kantz

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2003

Pagini

388

EAN

9780521529020

ISBN

0521529026

Enbook ID

04092394

Editura

Cambridge University Press

Greutate

654

Dimensiuni

171 x 243 x 21

Descriere completă

The paradigm of deterministic chaos has influenced thinking in many fields of science. Chaotic systems show rich and surprising mathematical structures. In the applied sciences, deterministic chaos provides a striking explanation for irregular behaviour and anomalies in systems which do not seem to be inherently stochastic. The most direct link between chaos theory and the real world is the analysis of time series from real systems in terms of nonlinear dynamics. Experimental technique and data analysis have seen such dramatic progress that, by now, most fundamental properties of nonlinear dynamical systems have been observed in the laboratory. Great efforts are being made to exploit ideas from chaos theory wherever the data displays more structure than can be captured by traditional methods. Problems of this kind are typical in biology and physiology but also in geophysics, economics, and many other sciences.

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Nonlinear Time Series Analysis

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