Methods of nonlinear time series analysis are discussed 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.
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Lingua Inglese ● Formato PDF ● Pagine 220 ● ISBN 9789812779274 ● Dimensione 97.5 MB ● Casa editrice World Scientific Publishing Company ● Città Singapore ● Paese SG ● Pubblicato 1999 ● Scaricabile 24 mesi ● Moneta EUR ● ID 2699242 ● Protezione dalla copia Adobe DRM
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