Robust estimation through estimating equations

Abstract

Utilizing the theory of estimating equations (Godambe, 1960; Godambe & Thompson, 1978), this paper develops concepts of parameter defining function and effective parameter. The paper provides theory and techniques for choosing from a given set of robust parameters one that is most effective, or one that can most efficiently be estimated.