kergp: Gaussian Process Laboratory
Version 0.2.0

Gaussian Process models with customised covariance kernels.

AuthorYves Deville, David Ginsbourger, Olivier Roustant. Contributors: Nicolas Durrande.
Date of publication2015-12-23 09:15:28
MaintainerYves Deville <deville.yves@alpestat.com>
LicenseGPL-3
Version0.2.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("kergp")

Getting started

Package overview

Popular man pages

checkX: Generic function to check the compatibility of a design...
coefLower: Extract or set lower/upper bounds on coefficients
covMan: Creator function for covMan objects
covMan-class: Class '"covMan"'
covTS: Creator function for covTS objects
gls: Generic function computing a Generalized Least Squares...
gp: Gaussian Process model
See all...

All man pages Function index File listing

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...

Functions

checkX Man page Man page Man page
checkX,covAll,matrix-method Man page
checkX,covAll-method Man page
checkX,covMan,matrix-method Man page
checkX,covTS,matrix-method Man page
coef,covMan-method Man page Man page Man page
coef,covTS-method Man page Man page
coef,methods Man page
coef-methods Man page
coef.gp Source code
coef<- Man page
coef<-,covMan,numeric-method Man page
coef<-,covTS,numeric-method Man page
coefLower Man page
coefLower,covMan-method Man page
coefLower,covTS-method Man page
coefLower<- Man page
coefLower<-,covMan-method Man page
coefLower<-,covTS-method Man page
coefUpper Man page
coefUpper,covMan-method Man page
coefUpper,covTS-method Man page
coefUpper<- Man page
coefUpper<-,covMan-method Man page
coefUpper<-,covTS-method Man page
coerce,covMan,function-method Man page
covAll-class Man page
covMan Man page Source code
covMan-class Man page
covMat Man page
covMat,covMan-method Man page Man page
covMat,covManVec-method Man page
covMat,covTS-method Man page Man page
covMat-methods Man page
covTS Man page Source code
covTS-class Man page
gls Man page
gls,covAll-method Man page
gls-methods Man page
gp Man page Source code
influence.gp Man page Source code
inputNames Man page
inputNames,covAll-method Man page
inputNames,covTS-method Man page
k1expFun Source code
k1gaussFun Source code
k1matern3_2Fun Source code
k1matern5_2Fun Source code
k1powExpFun Source code
kergp Man page
kergp-package Man page
kernelName Man page
kernelName,covMan-method Man page
kernelName,covTS-method Man page
logLikFun0 Source code
mle Man page
mle,covAll-method Man page
mle-methods Man page
npar Man page
npar,covAll-method Man page
npar,covMan-method Man page Man page Man page
npar,covTS-method Man page Man page
npar-methods Man page
parMap Man page
parMap,covTS-method Man page Man page
plot.gp Man page Source code
predict.gp Man page Source code
print.gp Source code
print.summary.gp Source code
scores Man page
scores,covMan-method Man page
scores,covTS-method Man page
shapeSlot Man page Source code
show,covMan-method Man page
show,covTS-method Man page
simulPar Man page
simulPar,covAll-method Man page
simulPar,covTS-method Man page
summary.gp Source code

Files

tests
tests/testthat
tests/testthat/test-loo.R
tests/testthat/test-interp.R
tests/testthat/test-SK-OrnsteinUhlenbeck.R
tests/testthat/test-covTSGrad.R
tests/testthat/test-covMat.R
src
src/Makevars
src/covTS.c
src/covMan2.c
src/covWhiteNoise.c
src/kern1d_Call.c
src/kern1d.c
src/covTS2.c
src/Makevars.win
src/covMan.c
NAMESPACE
R
R/logLikFuns.R
R/gp.R
R/covTS.R
R/allGenerics.R
R/covZZAll.R
R/kernels1d_Call.R
R/methodMLE.R
R/simulPar.R
R/covMan.R
R/methodGLS.R
MD5
DESCRIPTION
ChangeLog
man
man/gp.Rd
man/npar.Rd
man/gls-methods.Rd
man/scores.Rd
man/npar-methods.Rd
man/checkX-methods.Rd
man/inputNames.Rd
man/checkX.Rd
man/coef-methods.Rd
man/shapeSlot.Rd
man/coefLower.Rd
man/covAll-class.Rd
man/covMan-class.Rd
man/covTS.Rd
man/plot.gp.Rd
man/kergp-package.Rd
man/kernelName.Rd
man/influence.gp.Rd
man/simulPar.Rd
man/parMap-methods.Rd
man/predict.gp.Rd
man/gls.Rd
man/MLE.Rd
man/covMat-methods.Rd
man/coefReplace.Rd
man/covTS-class.Rd
man/parMap.Rd
man/covMat.Rd
man/covMan.Rd
man/MLE-methods.Rd
kergp documentation built on May 20, 2017, 2:48 a.m.

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