Robustness of theil's mixed regression estimators

An efficient method for incorporating incomplete prior information in regression analysis was developed by Theil 1963]. In this paper we take up the estimator of coefficients given by this procedure and study its robustness to departures from normality of prior estimators of coefficients. The use of incomplete or biased prior information in regression analysis is also considered and a new estimator for the regression coefficient is suggested.