Mean Square Consistency of Estimates of Linear Functions of Regression Coefficients

Abstract:

      In this note we discuss the following problem: Whether or not there exists a non-linear mean-square consistent estimate of a linear function of regression coefficients, in case that a linear one does not exist? Example and counter-example are presented, togather with some conjectures related to this problem.