Kriging methods for computer experiments


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Documentation for package ‘DiceKriging’ version 1.1

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coef-method Tensor product (or separable) spatial covariances class
computeAuxVariables Auxiliary variables for kriging
covMat1Mat2 Cross covariance matrix
covMatrix Covariance matrix
covParametersBounds Boundaries for covariance parameters
covTensorProduct-class Tensor product (or separable) spatial covariances class
DiceKriging Kriging methods for computer experiments
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
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
show-method Tensor product (or separable) spatial covariances class
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