Linear-Cost Covariance Functions for Gaussian Random Fields

Jie Chen, Michael L. Stein

Gaussian random fields (GRF) are a fundamental stochastic model for spatiotemporal data analysis. An essential ingredient of GRF is the covariance function that characterizes the j…