Non-linear Time Series: A Dynamical System Approach by Howell Tong

Non-linear Time Series: A Dynamical System Approach

byHowell Tong

Paperback | April 1, 1993

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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. This book, now available in paperback, isan introduction to some of these developments and the present state of research.

About The Author

Howell Tong is at University of Kent, Canterbury.
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Title:Non-linear Time Series: A Dynamical System ApproachFormat:PaperbackDimensions:580 pages, 9.25 × 6.3 × 1.18 inPublished:April 1, 1993Publisher:Oxford University Press

The following ISBNs are associated with this title:

ISBN - 10:0198523009

ISBN - 13:9780198523000

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Table of Contents

PrefaceAcknowlegementIntroduction1. An introduction to dynamical systems2. Some non-linear time series models3. Probability structure4. Statistical aspects5. Non-linear least-squares prediction based on non-linear models6. Case studies

Editorial Reviews

'The book will no doubt become a standard reference on the subject, and the source of many an interesting research topic.'Marji Lines, University of Udine, Ricerche Economiche (1993) 47