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Nonlinear time series analysis /

Kantz, Holger, (1960-)

Nonlinear time series analysis /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	519.5/5
書名/作者:	Nonlinear time series analysis // Holger Kantz and Thomas Schreiber.
作者:	Kantz, Holger,
其他作者:	Schreiber, Thomas,
面頁冊數:	1 online resource (xvi, 369 pages) : : digital, PDF file(s).
附註:	Title from publisher's bibliographic system (viewed on 05 Oct 2015).
標題:	Time-series analysis.
標題:	Nonlinear theories.
ISBN:	9780511755798 (ebook)
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1017/CBO9780511755798

Nonlinear time series analysis /
Kantz, Holger,1960-

Nonlinear time series analysis /Holger Kantz and Thomas Schreiber. - Second edition. - 1 online resource (xvi, 369 pages) :digital, PDF file(s).

Title from publisher's bibliographic system (viewed on 05 Oct 2015).

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.

ISBN: 9780511755798 (ebook)Subjects--Topical Terms:

224119
Time-series analysis.

LC Class. No.: QA280 / .K355 2004

Dewey Class. No.: 519.5/5

Nonlinear time series analysis /
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500 $a Title from publisher's bibliographic system (viewed on 05 Oct 2015).
520 $a 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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650 0 $a Nonlinear theories. $3 176409
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856 4 0 $u http://dx.doi.org/10.1017/CBO9780511755798

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