TY - BOOK AU - Kantz,Holger AU - Schreiber,Thomas TI - Nonlinear time series analysis / SN - 9780521529020 PY - 2004/// CY - Cambridge : PB - University Press, KW - SERIES TEMPORALES KW - DINAMICA NO LINEAL KW - TEORIA DEL CAOS KW - METODOS NO LINEALES KW - FRACTALES N2 - 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 ER -