On the consistency of inversion-free parameter estimation for Gaussian random fields

Hossein Keshavarz, Clayton Scott, XuanLong Nguyen

Gaussian random fields are a powerful tool for modeling environmental processes. For high dimensional samples, classical approaches for estimating the covariance parameters require…