A Note on Blus Estimation

Abstract

For the classical linear model, Theil and Koerts developed the so-called best linear unbiased scalar-variance-matrix (BLUS) estimator. In this note a theorem on the variance matrix of the BLUS estimation errors will be proved. A new derivation will be given for “price” and “efficiency” of the estimator, as defined by Koerts.