Abstract: In this paper a method of prediction of point free-air anomalies,based on the theory of nonparametric regression,is proposed。 In this method no assumption of model is needed and its caculation is very simple.The result of some computation examples shows that the accuracy of this method is consistent with the other methods used in present time.