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 other relevant statistical methods and techniques.
General
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