Choice of models for real time series

A procedure is described of choosing models for real time series in the range of dynamic models described by stochastic equations whose parameters are linear. The model adjustment proceeds in four stages, choice of the set of model ranges, choice of one range, choice of the best model in the range, and model adequacy check.