Kriging methods for computer experiments


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Documentation for package ‘DiceKriging’ version 1.3

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affineScalingFun Scaling function (affine case)
affineScalingGrad Gradient of the Scaling function (affine case)
coef-method Class of tensor-product spatial covariances
coefficients-method Class "covAffineScaling"
coefficients-method Class of tensor-product spatial covariances with isotropic range
coefficients-method Class "covScaling"
coefficients-method Class of tensor-product spatial covariances
computeAuxVariables Auxiliary variables for kriging
covAffineScaling-class Class "covAffineScaling"
covIso-class Class of tensor-product spatial covariances with isotropic range
covKernel-class Class "covKernel"
covMat1Mat2 Cross covariance matrix
covMat1Mat2-method Class "covAffineScaling"
covMat1Mat2-method Class of tensor-product spatial covariances with isotropic range
covMat1Mat2-method Class "covScaling"
covMat1Mat2-method Class of tensor-product spatial covariances
covMatrix Covariance matrix
covMatrix-method Class "covAffineScaling"
covMatrix-method Class of tensor-product spatial covariances with isotropic range
covMatrix-method Class "covScaling"
covMatrix-method Class of tensor-product spatial covariances
covMatrixDerivative-method Class "covAffineScaling"
covMatrixDerivative-method Class of tensor-product spatial covariances with isotropic range
covMatrixDerivative-method Class "covScaling"
covMatrixDerivative-method Class of tensor-product spatial covariances
covParametersBounds Boundaries for covariance parameters
covParametersBounds-method Class "covAffineScaling"
covParametersBounds-method Class of tensor-product spatial covariances with isotropic range
covParametersBounds-method Class "covScaling"
covParametersBounds-method Class of tensor-product spatial covariances
covScaling-class Class "covScaling"
covTensorProduct-class Class of tensor-product spatial covariances
covVector.dx-method Class of tensor-product spatial covariances with isotropic range
covVector.dx-method Class of tensor-product spatial covariances
DiceKriging Kriging methods for computer experiments
inputnames Get the input variables names
inputnames-method Class "covAffineScaling"
inputnames-method Class of tensor-product spatial covariances with isotropic range
inputnames-method Class "covScaling"
inputnames-method Class of tensor-product spatial covariances
kernelname Get the kernel name
kernelname-method Class "covAffineScaling"
kernelname-method Class of tensor-product spatial covariances with isotropic range
kernelname-method Class "covScaling"
kernelname-method Class of tensor-product spatial covariances
km Fit and/or create kriging models
km-class Kriging models class
leaveOneOut.km Leave-one-out for a km object
logLik.km log-likelihood of a km object
logLikFun Concentrated log-likelihood of a km object
ninput Get the spatial dimension
ninput-method Class "covAffineScaling"
ninput-method Class of tensor-product spatial covariances with isotropic range
ninput-method Class "covScaling"
ninput-method Class of tensor-product spatial covariances
nuggetflag Get the nugget flag
nuggetflag-method Class "covAffineScaling"
nuggetflag-method Class of tensor-product spatial covariances with isotropic range
nuggetflag-method Class "covScaling"
nuggetflag-method Class of tensor-product spatial covariances
nuggetvalue Get or set the nugget value
nuggetvalue-method Class "covAffineScaling"
nuggetvalue-method Class of tensor-product spatial covariances with isotropic range
nuggetvalue-method Class "covScaling"
nuggetvalue-method Class of tensor-product spatial covariances
nuggetvalue<- Get or set the nugget value
nuggetvalue<--method Class "covAffineScaling"
nuggetvalue<--method Class of tensor-product spatial covariances with isotropic range
nuggetvalue<--method Class "covScaling"
nuggetvalue<--method Class of tensor-product spatial covariances
plot-method Kriging models class
plot.km Diagnostic plot for the validation of a km object
predict-method Kriging models class
predict.km Predict values and confidence intervals at newdata for a km object
SCAD Penalty function
scalingFun Scaling function
scalingGrad Gradient of the dimensional Scaling function
show-method Class "covAffineScaling"
show-method Class of tensor-product spatial covariances with isotropic range
show-method Class "covScaling"
show-method Class of tensor-product spatial covariances
show-method Kriging models class
show.km Print values of a km object
simulate-method Kriging models class
simulate.km Simulate GP values at any given set of points for a km object
slice-method Class "covAffineScaling"
slice-method Class of tensor-product spatial covariances with isotropic range
slice-method Class of tensor-product spatial covariances
summary-method Class "covAffineScaling"
summary-method Class of tensor-product spatial covariances with isotropic range
summary-method Class "covScaling"
summary-method Class of tensor-product spatial covariances