Asymptotic properties of $M$-estimates of parameters in a nonlinear regression model with discrete time and singular spectrum

Abstract

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