<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Scalable Gaussian-Process Approximations</dc:title>
  <dc:title>R package GPvecchia version 0.1.8</dc:title>
  <dc:description>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) &lt;doi:10.48550/arXiv.1708.06302&gt;. Package also contains a fast implementation of the incomplete Cholesky decomposition (IC0), based on Schaefer et al. (2019) &lt;doi:10.48550/arXiv.1706.02205&gt; and MaxMin ordering proposed in Guinness (2018) &lt;doi:10.48550/arXiv.1609.05372&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: Rcpp (&gt;= 1.1.1), methods, stats, sparseinv, fields, Matrix(&gt;=
1.5.1), parallel, GpGp, FNN</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo, BH</dc:relation>
  <dc:relation>Suggests: mvtnorm, knitr, rmarkdown, testthat</dc:relation>
  <dc:creator>Marcin Jurek &lt;marcinjurek1988@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Matthias Katzfuss [aut],
  Marcin Jurek [aut, cre],
  Daniel Zilber [aut],
  Wenlong Gong [aut],
  Joe Guinness [ctb],
  Jingjie Zhang [ctb],
  Florian Schaefer [ctb]</dc:contributor>
  <dc:rights>GPL (&gt;= 2)</dc:rights>
  <dc:date>2026-01-31</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=GPvecchia</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.GPvecchia</dc:identifier>
</oai_dc:dc>
