In analyzing the distributional properties of estimators and other statistics in econometric models, the small disturbance asymptotic theory has assumed a prominent place for several reasons. For instance, the exact finite-sample distribution theory generally provides intricate expressions from which it is hard to draw any neat inference related to the efficiency properties of estimators, confi...