Abstract
For a bivariate linear structural relationship, where the replicated observations are available and the errors are correlated, several slope estimators; generalized leastsquares (GLS) estimator and variance components (VC) estimators, are compared by their asymptotic variances. We have a conclusion that the GLS estimator is asymptotically efficient relative to the VC estimators.
