Extracting Knowledge From Time Series An Introduction to Nonlinear Empirical Modeling /

• Main Authors: Bezruchko, Boris P. (Author), Smirnov, Dmitry A. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
• Series: Springer Series in Synergetics,
• Subjects: Physics.; Geophysics.; Economics, Mathematical.; Statistical physics.; Dynamical systems.; Environmental sciences.; Economic theory.; Statistical Physics, Dynamical Systems and Complexity.; Geophysics/Geodesy.; Quantitative Finance.; Economic Theory/Quantitative Economics/Mathematical Methods.; Environmental Physics.

This book addresses the fundamental question of how to construct mathematical models for the evolution of dynamical systems from experimentally-obtained time series. It places emphasis on chaotic signals and nonlinear modeling and discusses different approaches to the forecast of future system evolu...