Cross-validation estimation of covariance parameters under fixed-domain asymptotics

Francois Bachoc, Agnes Lagnoux, Thi Mong Ngoc Nguyen

We consider a one-dimensional Gaussian process having exponential covariance function. Under fixed-domain asymptotics, we prove the strong consistency and asymptotic normality of a…