Nonlinear Time Series Analysis: Methods And Applications
Author:   Cees Diks (Univ Of Amsterdam, The Netherlands) ,  Howell A M Tong (London School Of Economics, Uk)
Publisher:   World Scientific Publishing Co Pte Ltd
Volume:   4
ISBN:  

9789810235055


Pages:   220
Publication Date:   20 August 1999
Format:   Hardback
Availability:   Out of stock   Availability explained
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Nonlinear Time Series Analysis: Methods And Applications


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Overview

Methods of nonlinear time series analysis are discussed in this text from a dynamical systems perspective on the one hand, and from a statistical perspective on the other. After giving an informal overview of the theory of dynamical systems relevant to the analysis of deterministic time series, time series generated by nonlinear stochastic systems and spatio-temporal dynamical systems are considered. Several statistical methods for the analysis of nonlinear time series are presented and illustrated with applications to physical and physiological time series.

Full Product Details

Author:   Cees Diks (Univ Of Amsterdam, The Netherlands) ,  Howell A M Tong (London School Of Economics, Uk)
Publisher:   World Scientific Publishing Co Pte Ltd
Imprint:   World Scientific Publishing Co Pte Ltd
Volume:   4
ISBN:  

9789810235055


ISBN 10:   9810235054
Pages:   220
Publication Date:   20 August 1999
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

Table of Contents

Nonlinear dynamical systems; stochastic time series; a test for reversability; detecting differences between reconstruction measures; estimating invariants of noisy attractors; the correlation integral of noisy attractors; spiral wave tip dynamics; spatio-temporal chaos - a solvable model.

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