Sensitivity analysis of M-estimates of nonlinear regression model : influence of data subset

Abstract

Sensitivity of M-estimators with respect to the subsets of influential observations is studied. Asymptotic representation of the difference of the estimator for the whole data and of estimator for the data without given subset is derived.