Likelihood Approximation With Hierarchical Matrices For Large Spatial Datasets

Alexander Litvinenko, Ying Sun, Marc G. Genton +1

We use available measurements to estimate the unknown parameters (variance, smoothness parameter, and covariance length) of a covariance function by maximizing the joint Gaussian l…