Asymptotic Theory of Statistical Inference for Time Series

by Yoshihide Kakizawa, Masanobu Taniguchi, Yoshihide Kakizawa

Book Overview

The primary aim of this book is to provide modern statistical techniques and theory for stochastic processes. The stochastic processes mentioned here are not restricted to the usual AR, MA, and ARMA processes. A wide variety of stochastic processes, including non-Gaussian linear processes, long-memory processes, nonlinear processes, non-ergodic processes and diffusion processes are described. The authors discuss estimation and testing theory and many...

• Format: Hardcover
• Language: English
• ISBN: 0387950397
• ISBN13: 9780387950396
• Release Date: August 2000
• Publisher: Springer
• Length: 662 Pages
• Weight: 2.36 lbs.
• Dimensions: 1.4" x 6.4" x 9.6"