Modeling Large Nonstationary Spatial Data with the Full-Scale Basis Graphical Lasso

Matthew LeDuc, William Kleiber, Tomoko Matsuo

We propose a new approach for the modeling large datasets of nonstationary spatial processes that combines a latent low rank process and a sparse covariance model. The low rank com…