Kinetic and hydrodynamic approach to the non-stationary time series forecasting on the base of Fokker-Planck equation

The chain of kinetic equations for empirical high-dimension distribution functions is derived for non-stationary time series. The corresponding hydrodynamic system is constructed. The moment closing of this system enables to construct the time series model as a nonlinear dynamic system.