The asymptotic properties of estimates of the parameters of nonlinear time series

Abstract

Asymptotic properties of nonlinear time series parameter estimators constructed on trajectories of stochastic systems under stationary and transient conditions are studied with the use of the least-squares method. The investigation method is based on the study of asymptotic properties of extremal sets of random functions. © 2000 Kluwer Academic/Plenum Publishers.