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  "Title": "Kriging Methods for Computer Experiments",
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  "Description": "Estimation, validation and prediction of kriging models.\nImportant functions : km, print.km, plot.km, predict.km.",
  "License": "GPL-2 | GPL-3",
  "URL": "https://dicekrigingclub.github.io/www/",
  "NeedsCompilation": "yes",
  "Packaged": {
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  "Author": "Olivier Roustant [aut, cre] (ORCID:\n<https://orcid.org/0009-0004-4709-7177>), David Ginsbourger\n[aut] (ORCID: <https://orcid.org/0000-0003-2724-2678>), Yves\nDeville [aut] (ORCID: <https://orcid.org/0000-0002-1233-488X>),\nClément Chevalier [ctb], Yann Richet [ctb] (ORCID:\n<https://orcid.org/0000-0002-5677-8458>)",
  "Maintainer": "Olivier Roustant <roustant@insa-toulouse.fr>",
  "Repository": "https://roustant.r-universe.dev",
  "Date/Publication": "2025-10-21 08:20:08 UTC",
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    "covMatrixDerivative",
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    "covParametersBounds",
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    "covVector.dx",
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    "goldsteinPrice",
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    "hartman6",
    "inputnames",
    "kernelname",
    "km",
    "km1Nugget.init",
    "kmData",
    "kmEstimate",
    "kmNoNugget.init",
    "kmNuggets.init",
    "leaveOneOut.km",
    "leaveOneOutFun",
    "leaveOneOutGrad",
    "logLik.km",
    "logLikFun",
    "logLikGrad",
    "ninput",
    "nuggetflag",
    "nuggetvalue",
    "nuggetvalue<-",
    "plot",
    "plot.km",
    "predict",
    "predict.km",
    "SCAD",
    "SCAD.derivative",
    "scalingFun",
    "scalingFun1d",
    "scalingGrad",
    "show",
    "simulate",
    "summary",
    "trend.deltax",
    "trendMatrix.update",
    "update",
    "vect2covparam"
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    {
      "page": "DiceKriging-package",
      "title": "Kriging Methods for Computer Experiments",
      "topics": [
        "DiceKriging"
      ]
    },
    {
      "page": "checkNames",
      "title": "Consistency test between the column names of two matrices",
      "topics": [
        "checkNames",
        "checkNamesList"
      ]
    },
    {
      "page": "coef",
      "title": "Get coefficients values",
      "topics": [
        "coef"
      ]
    },
    {
      "page": "computeAuxVariables",
      "title": "Auxiliary variables for kriging",
      "topics": [
        "computeAuxVariables"
      ]
    },
    {
      "page": "covIso-class",
      "title": "Class of tensor-product spatial covariances with isotropic range",
      "topics": [
        "coef,covIso-method",
        "covIso-class",
        "covMat1Mat2,covIso-method",
        "covMatrix,covIso-method",
        "covMatrixDerivative,covIso-method",
        "covparam2vect,covIso-method",
        "covParametersBounds,covIso-method",
        "covVector.dx,covIso-method",
        "inputnames,covIso-method",
        "kernelname,covIso-method",
        "ninput,covIso-method",
        "nuggetflag,covIso-method",
        "nuggetvalue,covIso-method",
        "nuggetvalue<-,covIso,numeric-method",
        "show,covIso-method",
        "summary,covIso-method",
        "vect2covparam,covIso-method"
      ]
    },
    {
      "page": "covKernel-class",
      "title": "Class \"covKernel\"",
      "topics": [
        "covKernel-class"
      ]
    },
    {
      "page": "covMat1Mat2",
      "title": "Cross covariance matrix",
      "topics": [
        "covMat1Mat2"
      ]
    },
    {
      "page": "covMatrix",
      "title": "Covariance matrix",
      "topics": [
        "covMatrix"
      ]
    },
    {
      "page": "covParametersBounds",
      "title": "Boundaries for covariance parameters",
      "topics": [
        "covParametersBounds"
      ]
    },
    {
      "page": "covScaling-class",
      "title": "Class \"covScaling\"",
      "topics": [
        "coef,covScaling-method",
        "covMat1Mat2,covScaling-method",
        "covMatrix,covScaling-method",
        "covMatrixDerivative,covScaling-method",
        "covparam2vect,covScaling-method",
        "covParametersBounds,covScaling-method",
        "covScaling-class",
        "covVector.dx,covScaling-method",
        "inputnames,covScaling-method",
        "kernelname,covScaling-method",
        "ninput,covScaling-method",
        "nuggetflag,covScaling-method",
        "nuggetvalue,covScaling-method",
        "nuggetvalue<-,covScaling,numeric-method",
        "show,covScaling-method",
        "summary,covScaling-method",
        "vect2covparam,covScaling-method"
      ]
    },
    {
      "page": "covTensorProduct-class",
      "title": "Class of tensor-product spatial covariances",
      "topics": [
        "coef,covTensorProduct-method",
        "covMat1Mat2,covTensorProduct-method",
        "covMatrix,covTensorProduct-method",
        "covMatrixDerivative,covTensorProduct-method",
        "covparam2vect,covTensorProduct-method",
        "covParametersBounds,covTensorProduct-method",
        "covTensorProduct-class",
        "covVector.dx,covTensorProduct-method",
        "inputnames,covTensorProduct-method",
        "kernelname,covTensorProduct-method",
        "ninput,covTensorProduct-method",
        "nuggetflag,covTensorProduct-method",
        "nuggetvalue,covTensorProduct-method",
        "nuggetvalue<-,covTensorProduct,numeric-method",
        "show,covTensorProduct-method",
        "summary,covTensorProduct-method",
        "vect2covparam,covTensorProduct-method"
      ]
    },
    {
      "page": "covUser-class",
      "title": "Class \"covUser\"",
      "topics": [
        "coef,covUser-method",
        "covMat1Mat2,covUser-method",
        "covMatrix,covUser-method",
        "covUser-class",
        "nuggetflag,covUser-method",
        "nuggetvalue,covUser-method",
        "nuggetvalue<-,covUser,numeric-method",
        "show,covUser-method"
      ]
    },
    {
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      "title": "Multiple fold cross validation for a km object",
      "topics": [
        "cv"
      ]
    },
    {
      "page": "inputnames",
      "title": "Get the input variables names",
      "topics": [
        "inputnames"
      ]
    },
    {
      "page": "kernelname",
      "title": "Get the kernel name",
      "topics": [
        "kernelname"
      ]
    },
    {
      "page": "km",
      "title": "Fit and/or create kriging models",
      "topics": [
        "km"
      ]
    },
    {
      "page": "km-class",
      "title": "Kriging models class",
      "topics": [
        "coef,km-method",
        "km-class"
      ]
    },
    {
      "page": "kmData",
      "title": "Fit and/or create kriging models",
      "topics": [
        "kmData"
      ]
    },
    {
      "page": "leaveOneOut.km",
      "title": "Leave-one-out for a km object",
      "topics": [
        "leaveOneOut.km"
      ]
    },
    {
      "page": "leaveOneOutFun",
      "title": "Leave-one-out least square criterion of a km object",
      "topics": [
        "leaveOneOutFun"
      ]
    },
    {
      "page": "leaveOneOutGrad",
      "title": "Leave-one-out least square criterion - Analytical gradient",
      "topics": [
        "leaveOneOutGrad"
      ]
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    {
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      "title": "log-likelihood of a km object",
      "topics": [
        "logLik",
        "logLik,km-method",
        "logLik.km"
      ]
    },
    {
      "page": "logLikFun",
      "title": "Concentrated log-likelihood of a km object",
      "topics": [
        "logLikFun"
      ]
    },
    {
      "page": "ninput",
      "title": "Get the spatial dimension",
      "topics": [
        "ninput"
      ]
    },
    {
      "page": "nuggetflag",
      "title": "Get the nugget flag",
      "topics": [
        "nuggetflag"
      ]
    },
    {
      "page": "nuggetvalue",
      "title": "Get or set the nugget value",
      "topics": [
        "nuggetvalue",
        "nuggetvalue<-"
      ]
    },
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      "page": "plot.km",
      "title": "Diagnostic plot for the validation of a km object",
      "topics": [
        "plot",
        "plot,km-method",
        "plot.km"
      ]
    },
    {
      "page": "predict.km",
      "title": "Predict values and confidence intervals at newdata for a km object",
      "topics": [
        "predict",
        "predict,km-method",
        "predict.km"
      ]
    },
    {
      "page": "SCAD",
      "title": "Penalty function",
      "topics": [
        "SCAD"
      ]
    },
    {
      "page": "scalingFun",
      "title": "Scaling function",
      "topics": [
        "scalingFun"
      ]
    },
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      "page": "scalingFun1d",
      "title": "Scaling 1-dimensional function",
      "topics": [
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    },
    {
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      "title": "Gradient of the dimensional Scaling function",
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    },
    {
      "page": "show.km",
      "title": "Print values of a km object",
      "topics": [
        "show,km-method"
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    },
    {
      "page": "simulate.km",
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        "simulate",
        "simulate,km-method"
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    },
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      "title": "Update of a kriging model",
      "topics": [
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        "update,km-method",
        "update.km"
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