Some Asymptotic Properties of the Bayes Estimate of Regression Coefficients in the Presence of Unsteady Noise

Conditions are determined for which the Bayes estimate of the regression coefficients is asymptotically invariant relative to the choice of the cost function. Given these conditions it possesses minimax properties and converges in mean square and in probability.