R: Kriging Methods for Computer Experiments

# Kriging Methods for Computer Experiments

## Documentation for package ‘DiceKriging’ version 1.6.0

- DESCRIPTION file.

## Help Pages

C D I K L N P S U V

## -- C --

checkNames | Consistency test between the column names of two matrices
checkNamesList | Consistency test between the column names of two matrices
coef | Get coefficients values
coef-method | Class of tensor-product spatial covariances with isotropic range
coef-method | Class "covScaling"
coef-method | Class of tensor-product spatial covariances
coef-method | Class "covUser"
coef-method | Kriging models class
computeAuxVariables | Auxiliary variables for kriging
covIso-class | Class of tensor-product spatial covariances with isotropic range
covKernel-class | Class "covKernel"
covMat1Mat2 | Cross covariance matrix
covMat1Mat2-method | Class of tensor-product spatial covariances with isotropic range
covMat1Mat2-method | Class "covScaling"
covMat1Mat2-method | Class of tensor-product spatial covariances
covMat1Mat2-method | Class "covUser"
covMatrix | Covariance matrix
covMatrix-method | Class of tensor-product spatial covariances with isotropic range
covMatrix-method | Class "covScaling"
covMatrix-method | Class of tensor-product spatial covariances
covMatrix-method | Class "covUser"
covMatrixDerivative-method | Class of tensor-product spatial covariances with isotropic range
covMatrixDerivative-method | Class "covScaling"
covMatrixDerivative-method | Class of tensor-product spatial covariances
covparam2vect-method | Class of tensor-product spatial covariances with isotropic range
covparam2vect-method | Class "covScaling"
covparam2vect-method | Class of tensor-product spatial covariances
covParametersBounds | Boundaries for covariance parameters
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
covUser-class | Class "covUser"
covVector.dx-method | Class of tensor-product spatial covariances with isotropic range
covVector.dx-method | Class "covScaling"
covVector.dx-method | Class of tensor-product spatial covariances
cv | Multiple fold cross validation for a km object

## -- D --

DiceKriging | Kriging Methods for Computer Experiments

## -- I --

inputnames | Get the input variables names
inputnames-method | Class of tensor-product spatial covariances with isotropic range
inputnames-method | Class "covScaling"
inputnames-method | Class of tensor-product spatial covariances

## -- K --

kernelname | Get the kernel name
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
kmData | Fit and/or create kriging models

## -- L --

leaveOneOut.km | Leave-one-out for a km object
leaveOneOutFun | Leave-one-out least square criterion of a km object
leaveOneOutGrad | Leave-one-out least square criterion - Analytical gradient
logLik | log-likelihood of a km object
logLik-method | log-likelihood of a km object
logLik.km | log-likelihood of a km object
logLikFun | Concentrated log-likelihood of a km object

## -- N --

ninput | Get the spatial dimension
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 of tensor-product spatial covariances with isotropic range
nuggetflag-method | Class "covScaling"
nuggetflag-method | Class of tensor-product spatial covariances
nuggetflag-method | Class "covUser"
nuggetvalue | Get or set the nugget value
nuggetvalue-method | Class of tensor-product spatial covariances with isotropic range
nuggetvalue-method | Class "covScaling"
nuggetvalue-method | Class of tensor-product spatial covariances
nuggetvalue-method | Class "covUser"
nuggetvalue<- | Get or set the nugget value
nuggetvalue<--method | Class of tensor-product spatial covariances with isotropic range
nuggetvalue<--method | Class "covScaling"
nuggetvalue<--method | Class of tensor-product spatial covariances
nuggetvalue<--method | Class "covUser"

## -- P --

plot | Diagnostic plot for the validation of a km object
plot-method | Diagnostic plot for the validation of a km object
plot.km | Diagnostic plot for the validation of a km object
predict | Predict values and confidence intervals at newdata for a km object
predict-method | Predict values and confidence intervals at newdata for a km object
predict.km | Predict values and confidence intervals at newdata for a km object

## -- S --

SCAD | Penalty function
scalingFun | Scaling function
scalingFun1d | Scaling 1-dimensional function
scalingGrad | Gradient of the dimensional Scaling function
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 | Class "covUser"
show-method | Print values of a km object
simulate | Simulate GP values at any given set of points for a km object
simulate-method | Simulate GP values at any given set of points for a km object
summary-method | Class of tensor-product spatial covariances with isotropic range
summary-method | Class "covScaling"
summary-method | Class of tensor-product spatial covariances

## -- U --

update | Update of a kriging model
update-method | Update of a kriging model
update.km | Update of a kriging model

## -- V --

vect2covparam-method | Class of tensor-product spatial covariances with isotropic range
vect2covparam-method | Class "covScaling"
vect2covparam-method | Class of tensor-product spatial covariances