Estimation of the trend function and auto-covariance for spatial models

In this paper, we establish the asymptotic normality through a Berry Esseen type bound, of a local linear estimate of the regression in a fixed design setting when the errors are given by strictly stationary field of variables which show spatial interaction. Also, we propose an empirical estimate of the variance of these errors and we prove its weak convergence