Nonparametric Estimation of Isotropic Covariance Function

Yiming Wang, Sujit K. Ghosh

A nonparametric model using a sequence of Bernstein polynomials is constructed to approximate arbitrary isotropic covariance functions valid in ${\mathbb{R}}^{\infty }$ and related appr…