Non-linear time series : a dynamical system approach

Tong, Howell

ISBN 10: 019852224X / ISBN 13: 9780198522249

Verlag: Oxford : Oxford University Press, 1990

Beschreibung

Library copy. Good copy in the original illustrated boards. Spine bands and panel edges somewhat edge-nicked and rubbed as with age. Bumped corners. Remains particularly well-preserved overall. Library marks remain internally. Series: Oxford statistical science series ; 6. Physical description: xvi, 564 p. : ill ; 24 cm. Subjects: Time-series analysis; Nonlinear theories; Time-series analysis; Mathematics. 1 Kg.

Bestandsnummer des Verkäufers 422894

Bibliografische Details

• Titel: Non-linear time series : a dynamical system approach
• Verlag: Oxford : Oxford University Press
• Erscheinungsjahr: 1990
• Sprache: Englisch
• ISBN-10: 019852224X
• ISBN-13: 9780198522249
• Einband: Hardcover
• Auflage: 1st edition.

Über diesen Titel

Inhaltsangabe

The analysis of time series data has for many years been a central component of statistical research and practice and the theory of linear time series is now well-established. However the theory of non-linear time series is still a rapidly developing subject. This book is an introduction to some of these developments and the present state of research. It is a theme of this book that developments in the study of dynamical systems have motivated many of the advances covered here. Consequently, Professor Tong discusses in some detail the fundamental concepts of dynamical systems theory such as limit cycles, Lyapunov exponents, thresholds, and stability, and demonstrates their role in the analysis of non-linear time series. The result is a book which aims to bridge the gap between linear and chaotic time series analysis. Both statisticians and dynamical system theorists may benefit from this account of the interplay between their subjects and the author has included discussion of many of the outstanding open problems which remain.