Limiting distributions for L1 regression estimators under general conditions

Abstract

It is well known that L1-estimators of regression parameters are asymptotically normal if the distribution function has a positive derivative at 0. In this paper, we derive the asymptotic distributions under more general conditions on the behavior of the distribution function near 0.