Random Weighting Approximation for the Estimates of Nonparamatric Regression Function

Applying the random weighting methods we structure random weighting statistic of the esti- mates of repression function, and prove that the random weighting approximation can attain the accuracy of o(n^-1/2p), where 1 ＜p≤2.