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We develop a theory for examining asymptotic properties of the kriging predictor.We identify convenient formulas for the asymptotic mean squared prediction error involving the covariance function and equivalent kernel of the kriging weight function,with one specialized for kriging using the true underlying covariance,and one for kriging under model misspecification.