Regularized estimation for highly multivariate spatial Gaussian random fields

Francisco Cuevas-Pacheco, Gabriel Riffo, Xavier Emery

Estimating covariance parameters for multivariate spatial Gaussian random fields is computationally challenging, as the number of parameters grows rapidly with the number of variab…