Parameter estimation in high dimensional Gaussian distributions

Erlend Aune, Daniel P. Simpson

In order to compute the log-likelihood for high dimensional spatial Gaussian models, it is necessary to compute the determinant of the large, sparse, symmetric positive definite pr…