The Relative Efficiencies of the Parameter Estimate in Seemingly Unrelated Regression Models

For the regression system composed of the two linear regression equations, we propose three kinds of relative efficiencies of the covariance improvement on the unknown parameter vector toward the best linear unbiased estimate, the lower bounds of which are respectively given in the paper. Then the three kinds of efficiencies are compared by numerical simulation so that the best are found.