Author : Jérome Dedecker
Publisher : Springer Science & Business Media
ISBN 13 : 038769952X
Total Pages : 326 pages
Book Rating : 4.3/5 (876 download)
Book Synopsis Weak Dependence: With Examples and Applications by : Jérome Dedecker
Download or read book Weak Dependence: With Examples and Applications written by Jérome Dedecker and published by Springer Science & Business Media. This book was released on 2007-07-29 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops Doukhan/Louhichi's 1999 idea to measure asymptotic independence of a random process. The authors, who helped develop this theory, propose examples of models fitting such conditions: stable Markov chains, dynamical systems or more complicated models, nonlinear, non-Markovian, and heteroskedastic models with infinite memory. Applications are still needed to develop a method of analysis for nonlinear times series, and this book provides a strong basis for additional studies.