Description
Weak Dependence With Examples and Applications, Paperback by Dedecker, Jerome.... Weak Dependence With Examples and Applications, Paperback by Dedecker, Jerome; Doukhan, Paul; Lang, Gabriel; Leon, Jose Rafael; Louhichi, Sana, ISBN 0387699511, ISBN-13 9780387699516, Brand New, Free shipping in the US 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. Weak Dependence With Examples and Applications, Paperback by Dedecker, Jerome; Doukhan, Paul; Lang, Gabriel; Leon, Jose Rafael; Louhichi, Sana, ISBN 0387699511, ISBN-13 9780387699516, Brand New, Free shipping in the US 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.