Stochastic Filters and Generation of Stochastic Processes

Constructive procedures are proposed for generation of discrete-time stochastic processes having jointly specified univariate distributions and spectral densities. These procedures are realized using special recurrences and ensure generation of stationary ergodic random sequences with arbitrary univariate distributions and various fractional-rational spectral densities.