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

18 June 2019

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

4 / 4 papers shown

Title
Learning non-Gaussian spatial distributions via Bayesian transport maps with parametric shrinkage Anirban Chakraborty Matthias Katzfuss OT 34 1 0 28 Sep 2024
Scalable Spatio-Temporal Smoothing via Hierarchical Sparse Cholesky Decomposition M. Jurek Matthias Katzfuss 19 9 0 19 Jul 2022
Scaled Vecchia approximation for fast computer-model emulation Matthias Katzfuss J. Guinness E. Lawrence 19 40 0 01 May 2020
Vecchia approximations of Gaussian-process predictions Matthias Katzfuss J. Guinness Wenlong Gong Daniel Zilber 10 91 0 08 May 2018