Constructing Priors that Penalize the Complexity of Gaussian Random Fields

Geir-Arne Fuglstad, Daniel Simpson, Finn Lindgren +1

Priors are important for achieving proper posteriors with physically meaningful covariance structures for Gaussian random fields (GRFs) since the likelihood typically only provides…