To reiterate, the important result we have here is that in the SUR model, when all equations have the same regressors, the efficient estimator is single-equation ordinary least squares; OLS is the same as GLS. Also, the asymptotic covariance matrix of ˆβ for this case is given by the large inverse matrix in brackets in (10-8), which would be estimated by