Extracting Knowledge from Time Series: An Introduction to Nonlinear Empirical Modeling

This book, a useful self-study guide, addresses the fundamental question on how to construct mathematical models for the evolution of dynamical systems from experimentally obtained time series. There is emphasis is on chaotic signals and nonlinear modelling.