Second-order asymptotic representation of M-estimators in a linear model

Abstract

The asymptotic properties of fixed-scale as well as studentized M -estimators in linear models with fixed carriers are studied. A two term von Mises expansion (second order asymptotic representation) is derived and verified.

Possible applications of this result are shortly discussed.

Keywords

• asymptotic representation
• M-estimator
• linear
• model