Modeling massive highly-multivariate nonstationary spatial data with the basis graphical lasso

Mitchell Krock, William Kleiber, Dorit Hammerling +1

We propose a new modeling framework for highly-multivariate spatial processes that synthesizes ideas from recent multiscale and spectral approaches with graphical models. The basis…