Kantz, Holger.

Nonlinear time series analysis / Holger Kantz, Thomas Schreiber. - 2nd ed. - Cambridge : University Press, 2004. - 369 p. : figuras

Introduction: why nonlinear methods? - Linear tools and general considerations - Phase space methods - Determinism and predictability - Instability: Lyapunov exponents - Self-similarity: dimensions - Using nonlinear methods when deterinism is weak - Selected nonlinear phenomena - Advanced embedding methods - Chaotic data and noise - More about invariant quantities - Modelling and forecasting - Non-stationary signals - Coupling and synchronisation of nonlinear systems - Chaos control - Using the TISEAN programs - Description of the experimental data sets.

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