Non-Linear Time Series: A Dynamical System Approach (Oxford Statistical Science Series, 6)

Howell Tong

ISBN 10: 0198523009 / ISBN 13: 9780198523000

Verlag: Oxford University Press (UK), 1993

Beschreibung

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Bestandsnummer des Verkäufers mon0000683045

Bibliografische Details

• Titel: Non-Linear Time Series: A Dynamical System Approach (Oxford Statistical Science Series, 6)
• Verlag: Oxford University Press (UK)
• Veröffentlichungsdatum: 1993
• Sprache: Englisch
• ISBN-10: 0198523009
• ISBN-13: 9780198523000
• Bindung: paperback
• Zustand: Acceptable

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 provides the first accessible and comprehensive account of these exciting new developments and bridges the gap between linear and chaotic time series analysis. Both statisticians and dynamical system theorists will benefit from this account of the interplay between their subjects and the author has included discussions of many of the outstanding open problems which remain.

As a companion to this book, a microcomputer software package is available for the testing for nonlinearity and the fitting of threshold autoregressive models. For more information, please contact the author.

Über die Autorin bzw. den Autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.