Vecchia-Laplace approximations of generalized Gaussian processes for big non-Gaussian spatial data

Daniel Zilber, Matthias Katzfuss

Generalized Gaussian processes (GGPs) are highly flexible models that combine latent GPs with potentially non-Gaussian likelihoods from the exponential family. GGPs can be used in…