We consider semiparametric regression model under fixed design
yi = xiβ + g(ti) + ei,i=1,2,…,n.
For the estimators β^n of β and σ^n2 of σ2, defined by using the least squares and usual nonparametric weighted method, we use the resampling method to establish the bootstrap statistic β^n* for β^n and σ^n*2 for σ^n2, and then prove that under the given original sample the asymptotic distributions of n1/2(β^n* -β^n) and n1/2(σ^n*2 -σ^n*2) are same as the ones of n1/2(β^n-β) and n1/2(σ^n2-σ2), respectively.