GpGp (0.2.1)

0 users

Fast Gaussian Process Computation Using Vecchia's Approximation.

http://cran.r-project.org/web/packages/GpGp

Functions for fitting and doing predictions with Gaussian process models using Vecchia's (1988) approximation. Package also includes functions for reordering input locations, finding ordered nearest neighbors (with help from 'FNN' package), grouping operations, 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) . Model fitting employs a Fisher scoring algorithm described in Guinness (2019) .

Maintainer: Joseph Guinness
Author(s): Joseph Guinness [aut, cre], Matthias Katzfuss [aut]

License: MIT + file LICENSE

Uses: FNN, Rcpp, fields, maps, maptools, testthat, knitr, rmarkdown

Released 3 months ago.


3 previous versions

Ratings

Overall:

  (0 votes)

Documentation:

  (0 votes)

Log in to vote.

Reviews

No one has written a review of GpGp yet. Want to be the first? Write one now.


Related packages:(20 best matches, based on common tags.)


Search for GpGp on google, google scholar, r-help, r-devel.

Visit GpGp on R Graphical Manual.