STATE ESTIMATION WITH VARIABLE PARAMETERS PROCESSES
Consider discrete stochastic processes that contain parameters changing abruptly at random times. For forecasting processes constructed assuming a constant filter parameters. Time of the change of parameters is fixed when the substantial difference predicted and observed values of the process. Upon detection of the jump change the filter options on the initial.