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Nonlinear Time Series Analysis: Methods And Applications

Nonlinear Time Series Analysis: Methods And Applications

Autorzy
Wydawnictwo World Scientific Publishing Co Pte Ltd
Data wydania 20/08/1999
Liczba stron 220
Forma publikacji książka w twardej oprawie
Poziom zaawansowania Dla szkół wyższych i kształcenia podyplomowego
ISBN 9789810235055
Kategorie Analiza numeryczna, Prawdopodobieństwo i statystyka, Teoria chaosu
203.10 PLN (z VAT)
$45.69 / €43.54 / £37.80 /
Produkt na zamówienie
Dostawa 3-4 tygodnie
Ilość
Do schowka

Opis książki

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.

Nonlinear Time Series Analysis: Methods And Applications

Spis treści

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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