The analysis of time series data has for many years been a central component of statistical research and practice. Although the theory of linear time series is now well established, that of Non-linear Time Series is still a rapidly developing subject. Non-linear Time Series: A Dynamical System Approach, now available in paperback, is an introduction to some of these developments and the present state of research.
Preface
Acknowlegement
Introduction
1. An introduction to dynamical systems
2. Some non-linear time series models
3. Probability structure
4. Statistical aspects
5. Non-linear least-squares prediction based on non-linear models
6. Case studies
"No time series specialist can be without this book."
- Short Book Reviews