Provide a summary of a multi-fidelity cokriging model. In particular, it provides the parameter estimations and the results of the cross-validation procedure.
● Data Source:
CranContrib
● Keywords:
● Alias: summary.MuFicokm
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Procedure to nest two experimental design sets.
● Data Source:
CranContrib
● Keywords:
● Alias: SubstDesign
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Provide predictive mean, variance and covariance of a multi-fidelity cokriging model. 95 % confidence intervals are given based on Gaussian process assumption. This might be abusive in particular in the case where the number of observations is small.
● Data Source:
CranContrib
● Keywords:
● Alias: predict.MuFicokm
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An internal function wich provides predicted values and conditional variances based on a kmCok model. 95% confidence intervals are given based on Gaussian process assumption. This might be abusive in particular in the case where the number of observations is small.
● Data Source:
CranContrib
● Keywords:
● Alias: predict, predict,kmCok-method
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Procedure to build nested experimental design sets from a list of non-nested experimental design sets.
● Data Source:
CranContrib
● Keywords:
● Alias: NestedDesignBuild
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Build an object of class S3 ("NestDesign" ) defining nested experimental design sets used to build multi-fidelity Cokriging models.
● Data Source:
CranContrib
● Keywords:
● Alias: NestedDesign
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Create multi-fidelity cokriging models using data from codes with multiple levels of fidelity.
● Data Source:
CranContrib
● Keywords:
● Alias: MuFiCokriging, MuFiCokriging-package
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Create multi-fidelity cokriging models when parameters are unknown or known. If parameters are unknown, they are estimated by Maximum Likelihood. "MuFicokm" is based on the function "km" of the package "DiceKriging" and its usage is similar.
● Data Source:
CranContrib
● Keywords:
● Alias: MuFicokm
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An internal function used to build kriging models included in the multi-fidelity cokriging models.
● Data Source:
CranContrib
● Keywords:
● Alias: kmCok
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S4 class for cokriging models derived from km-class .
● Data Source:
CranContrib
● Keywords:
● Alias: kmCok-class
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