Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets

Abstract

Maximum likelihood is an attractive method of estimating covariance parameters in spatial models based on Gaussian processes. But calculating the likelihood can be computationally infeasible for la...