OPTIMAL NONLINEAR MODELS FROM EMPIRICAL TIME SERIES: AN APPLICATION TO CLIMATE

DOI10.1142/S0218127404010400zbMath1072.62070MaRDI QIDQ4655673

Rafael M. Gutiérrez

Publication date: 8 March 2005

Published in: International Journal of Bifurcation and Chaos (Search for Journal in Brave)

zbMATH Keywords

chaosnonlinear modelsTime seriesclimate

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to environmental and related topics (62P12) Dynamical systems in fluid mechanics, oceanography and meteorology (37N10) Meteorology and atmospheric physics (86A10) Time series analysis of dynamical systems (37M10)

Cites Work

• Unnamed Item
• Optimal shadowing and noise reduction
• Reconstructing attractors from scalar time series: A comparison of singular system and redundancy criteria
• Stochastic complexity and modeling
• Simplest dissipative chaotic flow.
• Non-chaotic behaviour in three-dimensional quadratic systems
• All possible chaotic dynamics can be approximated in three dimensions

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