Asymptotic Properties of the M-Estimates of Parameters in a Nonlinear Regression Model with Discrete Time and Singular Spectrum

Abstract

We study nonlinear regression models with discrete time and errors of observations whose spectrum is singular. Sufficient conditions are established for the consistency, asymptotic uniqueness, and asymptotic normality of the M-estimates of unknown parameters.