Non-Stationary Covariance Estimation using the Stochastic Score Approximation for Large Spatial Data

Amanda Muyskens, Joseph Guinness, Montserrat Fuentes

We introduce computational methods that allow for effective estimation of a flexible, parametric non-stationary spatial model when the field size is too large to compute the multiv…