intrinsic random fields

Some Asymptotic Properties of Kriging When the Covariance Function is Misspecified

The impact of using an incorrect covariance function on kriging predictors is investigated. Results of Stein (1988) show that the impact on the kriging predictor from not using the correct covariance function is asymptotically negligible as the …