Asymptotic Theory of Statistical Inference for Time Series - Masanobu Taniguchi - Bog

The primary aim of this book is to provide modern statistical techniques and theory for stochastic 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.