Fixed-domain Posterior Contraction Rates for Spatial Gaussian Process Model with Nugget

Cheng Li, Saifei Sun, Yichen Zhu

Spatial Gaussian process regression models typically contain finite dimensional covariance parameters that need to be estimated from the data. We study the Bayesian estimation of c…