Kriging Methods for Computer Experiments

Documentation for package ‘DiceKriging’ version 1.6.0

DESCRIPTION file.

Help Pages

-- 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