Abstract: Nonparametric regression is a generalized regression which has some advantages of intuition,relaxed restriction on the adopted model and easy computation. The principle of nonparametric regression and it is application to GPS-leveling prediction are introduced. Fi-nally,the method is demonstrated by test computation of two real GPS-leveling networks and it comes to some valuable conclusions.