Asymptotic analysis of ML-covariance parameter estimators based on covariance approximations

Reinhard Furrer, Michael Hediger

Given a zero-mean Gaussian random field with a covariance function that belongs to a parametric family of covariance functions, we introduce a new notion of likelihood approximatio…