Quasistationary processes and their prediction

The theory of quasistationary processes and their prediction, generalizing the corresponding classical theory for stationary processes is constructed. For important class of such processes the explicit expressions of prediction in term of finite preceding values are found. To calculate these expressions one can perform $O(r \log_2 r)$ or $O(r)$ arithmetic operations, where $r$ is the number of preceding values.