On the localized estimators and generalized Akaike's criterions

The problem of nonstationary system modelling is considered and the local modelling approach ts proposed for it's solution. At the begining the concept of localized maximum likelihood estimators is introduced and applied to approximation of time-varying stochastic systems. Two types of such estimators, first based on the concept of weighting and the second… CONTINUE READING