Package: kergp
Type: Package
Title: Gaussian Process Laboratory
Version: 0.5.8
Date: 2024-11-19
Authors@R: c(person(given = "Yves", family = "Deville", role = "aut",
                    email = "deville.yves@alpestat.com",
                    comment = c(ORCID = "0000-0002-1233-488X")),
             person(given = "David", family = "Ginsbourger", role = "aut",
	            email = "david.ginsbourger@stat.unibe.ch",
	            comment = c(ORCID = "0000-0003-2724-2678")),
             person(given = "Olivier", family = "Roustant", role = c("aut", "cre"),
	            email = "roustant@insa-toulouse.fr"),
             person(given = "Nicolas", family = "Durrande", role = "ctb"))
Description: Gaussian process regression with an emphasis on kernels.
    Quantitative and qualitative inputs are accepted. Some pre-defined
    kernels are available, such as radial or tensor-sum for
    quantitative inputs, and compound symmetry, low rank, group kernel
    for qualitative inputs. The user can define new kernels and
    composite kernels through a formula mechanism. Useful methods
    include parameter estimation by maximum likelihood, simulation,
    prediction and leave-one-out validation.
License: GPL-3
Depends: Rcpp (>= 0.10.5), methods, testthat, nloptr, lattice
Suggests: DiceKriging, DiceDesign, inline, foreach, knitr, ggplot2,
        reshape2, corrplot
Imports: MASS, numDeriv, stats4, doParallel, doFuture, utils
LinkingTo: Rcpp
RoxygenNote: 6.0.1
Collate: 'CovFormulas.R' 'allGenerics.R' 'checkGrad.R' 'covComp.R'
        'covMan.R' 'covQual.R' 'q1CompSymm.R' 'q1Symm.R' 'q1LowRank.R'
        'covQualNested.R' 'covQualOrd.R' 'covRadial.R' 'covTS.R'
        'covTP.R' 'covANOVA.R' 'covZZAll.R' 'gp.R' 'kFuns.R'
        'kernelNorm.R' 'kernels1d_Call.R' 'logLikFuns.R' 'methodGLS.R'
        'methodMLE.R' 'miscUtils.R' 'prinKrige.R' 'q1Diag.R'
        'simulate_gp.R' 'warpFuns.R'
NeedsCompilation: yes
Packaged: 2024-11-19 13:49:14 UTC; yves
Author: Yves Deville [aut] (<https://orcid.org/0000-0002-1233-488X>),
  David Ginsbourger [aut] (<https://orcid.org/0000-0003-2724-2678>),
  Olivier Roustant [aut, cre],
  Nicolas Durrande [ctb]
Maintainer: Olivier Roustant <roustant@insa-toulouse.fr>
Repository: CRAN
Date/Publication: 2024-11-19 14:40:03 UTC
Built: R 4.6.0; x86_64-w64-mingw32; 2026-01-05 19:00:52 UTC; windows
Archs: x64
