spNNGP R Package for Nearest Neighbor Gaussian Process Models

spNNGP R Package for Nearest Neighbor Gaussian Process Models

This paper describes and illustrates functionality of the spNNGP R package. The package provides a suite of spatial regression models for Gaussian and non-Gaussian pointreferenced outcomes that are spatially indexed. The package implements several Markov chain Monte Carlo (MCMC) and MCMC-free neares...

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Bibliographic Details
Main Authors:	Andrew O. Finley, Abhirup Datta, Sudipto Banerjee
Format:	Article
Language:	English
Published:	Foundation for Open Access Statistics 2022-07-01
Series:	Journal of Statistical Software
Subjects:	mcmc nearest neighbor gaussian process kriging r
Online Access:	https://www.jstatsoft.org/index.php/jss/article/view/4016

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