On Consistent Estimators in Nonlinear Functional Errors-In-Variables Models

For the implicit nonlinear functional relation model a new contrast estimation procedure is proposed, where the deconvolution idea is used for eliminating the nuisance parameters in the usual minimum contrast function. Several examples are considered including L 1- and L 2-methods. Sufficient conditions for consistency are given.