Package: GPvecchia 0.1.7
GPvecchia: Scalable Gaussian-Process Approximations
Fast scalable Gaussian process approximations, particularly well suited to spatial (aerial, remote-sensed) and environmental data, described in more detail in Katzfuss and Guinness (2017) <arxiv:1708.06302>. Package also contains a fast implementation of the incomplete Cholesky decomposition (IC0), based on Schaefer et al. (2019) <arxiv:1706.02205> and MaxMin ordering proposed in Guinness (2018) <arxiv:1609.05372>.
Authors:
GPvecchia_0.1.7.tar.gz
GPvecchia_0.1.7.tar.gz(r-4.5-noble)GPvecchia_0.1.7.tar.gz(r-4.4-noble)
GPvecchia_0.1.7.tgz(r-4.4-emscripten)GPvecchia_0.1.7.tgz(r-4.3-emscripten)
GPvecchia.pdf |GPvecchia.html✨
GPvecchia/json (API)
NEWS
# Install 'GPvecchia' in R: |
install.packages('GPvecchia', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 9 months agofrom:e5f6330d48. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 08 2024 |
R-4.5-linux-x86_64 | OK | Dec 08 2024 |
Exports:calculate_posterior_VLcreateLcreateUgetMatCovgetMatCovFromFactorCppic0icholMaternFunorder_coordinateorder_dist_to_pointorder_maxmin_exactorder_maxmin_exact_obs_predorder_middleoutorder_outsideinSelInvV2covmatvecchia_estimatevecchia_laplace_likelihoodvecchia_laplace_likelihood_from_posteriorvecchia_laplace_predictionvecchia_likelihoodvecchia_lincombvecchia_predvecchia_predictionvecchia_specify
Dependencies:BHdotCall64fieldsFNNGpGplatticemapsMatrixRcppRcppArmadillospamsparseinvviridisLite