Liu Kejian
Journal of Systems Science and Complexity. 1991, 4(2): 173-185.
Consider the regression model Y_i=u(x_i)+ε_i,i=1,2,…,n, where u(x)∈W_(2,per)~2[0,1],x_i=(i-1)/n,{ε_i}_1^nare i.i.d, random variables. We use the periodic smoothing spline u_(λp)(x)to estimate u(x). Under certain conditions, strong consistency results of u_(λp)(x) are obtained, i.e., forall 0