kergp: Gaussian Process Laboratory

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Gaussian Process models with customised covariance kernels.

Author
Yves Deville, David Ginsbourger, Olivier Roustant. Contributors: Nicolas Durrande.
Date of publication
2015-12-23 09:15:28
Maintainer
Yves Deville <deville.yves@alpestat.com>
License
GPL-3
Version
0.2.0

View on CRAN

Man pages

checkX
Generic function to check the compatibility of a design...
checkX-methods
Check the compatibility of a design with a given covariance...
coefLower
Extract or set lower/upper bounds on coefficients
coef-methods
Extract coefficients of a covTS object as vector, list or...
coefReplace
Generic function for the replacement of coefficient values
covAll-class
Virtual class "covAll"
covMan
Creator function for covMan objects
covMan-class
Class '"covMan"'
covMat
Generic function returning a covariance or a cross-covariance...
covMat-methods
Covariance Matrix for a covariance kernel object
covTS
Creator function for covTS objects
covTS-class
Class '"covTS"'
gls
Generic function computing a Generalized Least Squares...
gls-methods
Generalized Least Squares estimation with a given covariance...
gp
Gaussian Process model
influence.gp
Diagnostics for a Gaussian Process model, based on...
inputNames
Generic function returning the names of the inputs of a...
kergp-package
Gaussian Process Laboratory
kernelName
Name of the 1d kernel in a composite kernel object
MLE
Generic function for Maximum Likelihood estimation of a...
MLE-methods
Maximum Likelihood estimation of Gaussian Process model...
npar
Generic function returning the number of free parameters in a...
npar-methods
Number of parameters for a covariance kernel object
parMap
Generic function to map the parameters of a composite...
parMap-methods
Map the parameters of a structure on the inputs and kernel...
plot.gp
Diagnostic plot for the validation of a 'gp' object
predict.gp
Prediction method for the '"gp"' S3 class
scores
Generic function returning the scores for a covariance kernel...
shapeSlot
Extracts the slots of a structure
simulPar
Generic function to draw random values for the parameters of...

Files in this package

kergp
kergp/tests
kergp/tests/testthat
kergp/tests/testthat/test-loo.R
kergp/tests/testthat/test-interp.R
kergp/tests/testthat/test-SK-OrnsteinUhlenbeck.R
kergp/tests/testthat/test-covTSGrad.R
kergp/tests/testthat/test-covMat.R
kergp/src
kergp/src/Makevars
kergp/src/covTS.c
kergp/src/covMan2.c
kergp/src/covWhiteNoise.c
kergp/src/kern1d_Call.c
kergp/src/kern1d.c
kergp/src/covTS2.c
kergp/src/Makevars.win
kergp/src/covMan.c
kergp/NAMESPACE
kergp/R
kergp/R/logLikFuns.R
kergp/R/gp.R
kergp/R/covTS.R
kergp/R/allGenerics.R
kergp/R/covZZAll.R
kergp/R/kernels1d_Call.R
kergp/R/methodMLE.R
kergp/R/simulPar.R
kergp/R/covMan.R
kergp/R/methodGLS.R
kergp/MD5
kergp/DESCRIPTION
kergp/ChangeLog
kergp/man
kergp/man/gp.Rd
kergp/man/npar.Rd
kergp/man/gls-methods.Rd
kergp/man/scores.Rd
kergp/man/npar-methods.Rd
kergp/man/checkX-methods.Rd
kergp/man/inputNames.Rd
kergp/man/checkX.Rd
kergp/man/coef-methods.Rd
kergp/man/shapeSlot.Rd
kergp/man/coefLower.Rd
kergp/man/covAll-class.Rd
kergp/man/covMan-class.Rd
kergp/man/covTS.Rd
kergp/man/plot.gp.Rd
kergp/man/kergp-package.Rd
kergp/man/kernelName.Rd
kergp/man/influence.gp.Rd
kergp/man/simulPar.Rd
kergp/man/parMap-methods.Rd
kergp/man/predict.gp.Rd
kergp/man/gls.Rd
kergp/man/MLE.Rd
kergp/man/covMat-methods.Rd
kergp/man/coefReplace.Rd
kergp/man/covTS-class.Rd
kergp/man/parMap.Rd
kergp/man/covMat.Rd
kergp/man/covMan.Rd
kergp/man/MLE-methods.Rd