Efficient algorithms for Bayesian Nearest Neighbor Gaussian Processes

1 February 2017

Papers citing "Efficient algorithms for Bayesian Nearest Neighbor Gaussian Processes"

8 / 8 papers shown

Title
Random forests for binary geospatial data Arkajyoti Saha A. Datta AI4CE 70 2 0 27 Feb 2023
A general framework for Vecchia approximations of Gaussian processes Matthias Katzfuss J. Guinness 42 258 0 21 Aug 2017
FRK: An R Package for Spatial and Spatio-Temporal Prediction with Large Datasets A. Zammit‐Mangion Noel Cressie 34 76 0 23 May 2017
Permutation and Grouping Methods for Sharpening Gaussian Process Approximations J. Guinness 255 151 0 17 Sep 2016
A multi-resolution approximation for massive spatial datasets Matthias Katzfuss 58 243 0 16 Jul 2015
Bayesian and Maximum Likelihood Estimation for Gaussian Processes on an Incomplete Lattice Jonathan R. Stroud Michael L. Stein Shaun Lysen 53 75 0 18 Feb 2014
spBayes for large univariate and multivariate point-referenced spatio-temporal data models Andrew O. Finley Sudipto Banerjee Alan E.Gelfand KELM 36 278 0 30 Oct 2013
Local Gaussian process approximation for large computer experiments R. Gramacy D. Apley 212 393 0 02 Mar 2013