Optimal-$k$ difference sequence in nonparametric regression

Wenlin Dai, Xingwei Tong, Tiejun Tong

Difference-based methods have been attracting increasing attention in nonparametric regression, in particular for estimating the residual variance.To implement the estimation, one…