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DiceKriging  

Kriging Methods for Computer Experiments
View on CRAN: Click here


Download and install DiceKriging package within the R console
Install from CRAN:
install.packages("DiceKriging")

Install from Github:
library("remotes")
install_github("cran/DiceKriging")

Install by package version:
library("remotes")
install_version("DiceKriging", "1.6.0")



Attach the package and use:
library("DiceKriging")
Maintained by
Olivier Roustant
[Scholar Profile | Author Map]
First Published: 2010-02-23
Latest Update: 2021-02-23
Description:
Estimation, validation and prediction of kriging models. Important functions : km, print.km, plot.km, predict.km.
How to cite:
Olivier Roustant (2010). DiceKriging: Kriging Methods for Computer Experiments. R package version 1.6.0, https://cran.r-project.org/web/packages/DiceKriging. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0 (2010-02-23 08:33), 1.1 (2010-07-05 20:25), 1.2 (2011-06-01 18:15), 1.3.2 (2011-12-05 08:54), 1.3.3 (2012-06-01 13:53), 1.3 (2011-08-18 17:08), 1.4.0 (2012-08-21 18:05), 1.4.1 (2012-10-03 14:57), 1.5.1 (2013-02-19 10:11), 1.5.2 (2013-08-21 17:37), 1.5.3 (2014-01-10 12:16), 1.5.4 (2015-01-05 16:45), 1.5.5 (2015-04-24 11:23), 1.5.6 (2018-10-08 12:50), 1.5.8 (2020-11-05 11:40), 1.5 (2012-11-30 17:57)
Other packages that cited DiceKriging R package
View DiceKriging citation profile
Other R packages that DiceKriging depends, imports, suggests or enhances
Complete documentation for DiceKriging
Functions, R codes and Examples using the DiceKriging R package
Some associated functions: DiceKriging-package . SCAD.derivative . SCAD . branin . camelback . checkNames . coef . computeAuxVariables . covIso-class . covKernel-class . covMat1Mat2 . covMatrix . covMatrixDerivative . covParametersBounds . covScaling-class . covStruct.create . covTensorProduct-class . covUser-class . covVector.dx . covparam2vect . cv . drop.response . goldsteinPrice . hartman3 . hartman6 . inputnames . kernelname . km-class . km . km1Nugget.init . kmData . kmEstimate . kmNoNugget.init . kmNuggets.init . leaveOneOut.km . leaveOneOutFun . leaveOneOutGrad . logLik.km . logLikFun . logLikGrad . ninput . nuggetflag . nuggetvalue . plot.km . predict.km . scalingFun . scalingFun1d . scalingGrad . show.km . simulate.km . trend.deltax . trendMatrix.update . update.km . vect2covparam . 
Some associated R codes: SCAD.R . SCAD.derivative.R . allGenerics.R . branin.R . camelback.R . checkNames.R . computeAuxVariables.R . computeAuxVariables_noChol.R . covMyKernel.R . covStruct.create.R . covStruct_Base_TensorProduct.R . covStruct_Iso.R . covStruct_Scaling.R . covStruct_User.R . covStruct_XtraClass_Union.R . covStruct_XtraMethods.R . cv.R . diagABA.R . drop.reponse.R . goldsteinPrice.R . hartman3.R . hartman6.R . km.R . km1Nugget.init.R . kmData.R . kmEstimate.R . kmNoNugget.init.R . kmNuggets.init.R . kmStruct.R . leaveOneOut.km.R . leaveOneOutFun.R . leaveOneOutGrad.R . logLik.km.R . logLikFun.R . logLikGrad.R . scalingFun.R . scalingGrad.R . show.km.R . trend.deltax.R . trendMatrix.update.R .  Full DiceKriging package functions and examples
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