Abstract: Under some conditions, this paper shows the existence and consistency of M-estimators in nonlinear models. As a crucial step for large sample statistical inference, this paper derives the asymptotic distribution of the M-estiznator and consistent estimator of the asymptotic variance of the M-estimator.