More efficient approximation of smoothing splines via space-filling basis selection

Cheng Meng, Xinlian Zhang, Jingyi Zhang +2

We consider the problem of approximating smoothing spline estimators in a nonparametric regression model. When applied to a sample of size $n$, the smoothing spline estimator can b…