Abstract: “This paper presents a new group of kernel functions – spline kernels. This group of kernels connects advantages of Epanechnikov kernel and a multiple differentiability, required in several aspects of building kernel estimators.”

Keywords: nonparametric regression, kernel estimators, kernel function