Non-Linear Time Series ' a Dynamical System Approach '
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Book Overview
Written by an internationally recognized expert in the field, this book provides a valuable introduction to the rapidly growing area of non-linear time series. Because developments in the study of dynamical systems have motivated many of the advances discussed here, the author's coverage includes such fundamental concepts of dynamical systems theory as limit cycles, Lyapunov functions, thresholds, and stability, with detailed descriptions of their role in the analysis of non-linear time series data. As the first accessible and comprehensive account of these exciting new developments, this unique volume bridges the gap between linear and chaotic time series analysis. Both statisticians and dynamical systems theorists will value its survey of recent developments and the present state of research, as well as the discussion of a number of unsolved problems in the field.
Format:Paperback
Language:English
ISBN:0198523009
ISBN13:9780198523000
Release Date:August 1993
Publisher:OUP Oxford
Length:584 Pages
Weight:1.90 lbs.
Dimensions:1.3" x 11.9" x 9.8"
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