GpGp: Fast Gaussian Process Computation Using Vecchia's Approximation
Version 0.1.0

Functions for reordering input locations, finding ordered nearest neighbors (with help from 'FNN' package), grouping operations, approximate likelihood evaluations, profile likelihoods, Gaussian process predictions, and conditional simulations. Covariance functions for spatial and spatial-temporal data on Euclidean domains and spheres are provided. The original approximation is due to Vecchia (1988) , and the reordering and grouping methods are from Guinness (2018) .

Package details

AuthorJoseph Guinness [aut, cre], Matthias Katzfuss [aut]
Date of publication2018-02-19 10:14:03 UTC
MaintainerJoseph Guinness <[email protected]>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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GpGp documentation built on Feb. 19, 2018, 5:02 p.m.