# Kriging Models using the 'libKriging' Library

## Documentation for package ‘rlibkriging’ version 0.9-3

- DESCRIPTION file.

## Help Pages

A C F K L N P S U

## -- A --

as.km | Coerce an Object into a 'km' Object
as.km-method | Coerce a 'Kriging' object into the '"km"' class of the 'DiceKriging' package.
as.km-method | Coerce a 'NoiseKriging' object into the '"km"' class of the 'DiceKriging' package.
as.km.Kriging | Coerce a 'Kriging' object into the '"km"' class of the 'DiceKriging' package.
as.km.NoiseKriging | Coerce a 'NoiseKriging' object into the '"km"' class of the 'DiceKriging' package.
as.km.NuggetKriging | Coerce a 'NuggetKriging' object into the '"km"' class of the 'DiceKriging' package.
as.list-method | Coerce a 'Kriging' Object into a List
as.list-method | Coerce a 'NoiseKriging' Object into a List
as.list-method | Coerce a 'NuggetKriging' Object into a List
as.list.Kriging | Coerce a 'Kriging' Object into a List
as.list.NoiseKriging | Coerce a 'NoiseKriging' Object into a List
as.list.NuggetKriging | Coerce a 'NuggetKriging' Object into a List

## -- C --

classKriging | Shortcut to provide functions to the S3 class "Kriging"
classNoiseKriging | Shortcut to provide functions to the S3 class "NoiseKriging"
classNuggetKriging | Shortcut to provide functions to the S3 class "NuggetKriging"
copy | Duplicate object.
copy-method | Duplicate a Kriging Model
copy-method | Duplicate a NoiseKriging Model
copy-method | Duplicate a NuggetKriging Model
copy.Kriging | Duplicate a Kriging Model
copy.NoiseKriging | Duplicate a NoiseKriging Model
copy.NuggetKriging | Duplicate a NuggetKriging Model
covMat | covariance function
covMat-method | Compute Covariance Matrix of Kriging Model
covMat-method | Compute Covariance Matrix of NoiseKriging Model
covMat-method | Compute Covariance Matrix of NuggetKriging Model
covMat.Kriging | Compute Covariance Matrix of Kriging Model
covMat.NoiseKriging | Compute Covariance Matrix of NoiseKriging Model
covMat.NuggetKriging | Compute Covariance Matrix of NuggetKriging Model

## -- F --

fit | Fit model on data.
fit.Kriging | Fit 'Kriging' object on given data.
fit.NoiseKriging | Fit 'NoiseKriging' object on given data.
fit.NuggetKriging | Fit 'NuggetKriging' object on given data.

## -- K --

KM | Create an 'KM' Object
KM-class | S4 class for Kriging Models Extending the '"km"' Class
Kriging | Create an object with S3 class '"Kriging"' using the 'libKriging' library.

## -- L --

leaveOneOut | Compute Leave-One-Out
leaveOneOut-method | Get leaveOneOut of Kriging Model
leaveOneOut.Kriging | Get leaveOneOut of Kriging Model
leaveOneOutFun | Leave-One-Out function
leaveOneOutFun-method | Compute Leave-One-Out (LOO) error for an object with S3 class '"Kriging"' representing a kriging model.
leaveOneOutFun.Kriging | Compute Leave-One-Out (LOO) error for an object with S3 class '"Kriging"' representing a kriging model.
leaveOneOutVec | Leave-One-Out vector
leaveOneOutVec-method | Compute Leave-One-Out (LOO) vector error for an object with S3 class '"Kriging"' representing a kriging model.
leaveOneOutVec.Kriging | Compute Leave-One-Out (LOO) vector error for an object with S3 class '"Kriging"' representing a kriging model.
load | Load any Kriging Model from a file storage. Back to base::load if not a Kriging object.
load.Kriging | Load a Kriging Model from a file storage
load.NoiseKriging | Load a NoiseKriging Model from a file storage
load.NuggetKriging | Load a NuggetKriging Model from a file storage
logLikelihood | Compute Log-Likelihood
logLikelihood-method | Get Log-Likelihood of Kriging Model
logLikelihood-method | Get logLikelihood of NoiseKriging Model
logLikelihood-method | Get logLikelihood of NuggetKriging Model
logLikelihood.Kriging | Get Log-Likelihood of Kriging Model
logLikelihood.NoiseKriging | Get logLikelihood of NoiseKriging Model
logLikelihood.NuggetKriging | Get logLikelihood of NuggetKriging Model
logLikelihoodFun | Log-Likelihood function
logLikelihoodFun-method | Compute Log-Likelihood of Kriging Model
logLikelihoodFun-method | Compute Log-Likelihood of NoiseKriging Model
logLikelihoodFun-method | Compute Log-Likelihood of NuggetKriging Model
logLikelihoodFun.Kriging | Compute Log-Likelihood of Kriging Model
logLikelihoodFun.NoiseKriging | Compute Log-Likelihood of NoiseKriging Model
logLikelihoodFun.NuggetKriging | Compute Log-Likelihood of NuggetKriging Model
logMargPost | Compute log-Marginal Posterior
logMargPost-method | Get logMargPost of Kriging Model
logMargPost-method | Get logMargPost of NuggetKriging Model
logMargPost.Kriging | Get logMargPost of Kriging Model
logMargPost.NuggetKriging | Get logMargPost of NuggetKriging Model
logMargPostFun | log-Marginal Posterior function
logMargPostFun-method | Compute the log-marginal posterior of a kriging model, using the prior XXXY.
logMargPostFun-method | Compute the log-marginal posterior of a kriging model, using the prior XXXY.
logMargPostFun.Kriging | Compute the log-marginal posterior of a kriging model, using the prior XXXY.
logMargPostFun.NuggetKriging | Compute the log-marginal posterior of a kriging model, using the prior XXXY.

## -- N --

NoiseKM | Create an 'NoiseKM' Object
NoiseKM-class | S4 class for NoiseKriging Models Extending the '"km"' Class
NoiseKriging | Create an object with S3 class '"NoiseKriging"' using the 'libKriging' library.
NuggetKM | Create an 'NuggetKM' Object
NuggetKM-class | S4 class for NuggetKriging Models Extending the '"km"' Class
NuggetKriging | Create an object with S3 class '"NuggetKriging"' using the 'libKriging' library.

## -- P --

predict-method | Prediction Method for a 'KM' Object
predict-method | Prediction Method for a 'NoiseKM' Object
predict-method | Prediction Method for a 'NuggetKM' Object
predict.Kriging | Predict from a 'Kriging' object.
predict.NoiseKriging | Predict from a 'NoiseKriging' object.
predict.NuggetKriging | Predict from a 'NuggetKriging' object.
print.Kriging | Print the content of a 'Kriging' object.
print.NoiseKriging | Print the content of a 'NoiseKriging' object.
print.NuggetKriging | Print the content of a 'NuggetKriging' object.

## -- S --

save | Save a Kriging Model inside a file. Back to base::save if argument is not a Kriging object.
save-method | Save a Kriging Model to a file storage
save-method | Save a NoiseKriging Model to a file storage
save-method | Save a NuggetKriging Model to a file storage
save.Kriging | Save a Kriging Model to a file storage
save.NoiseKriging | Save a NoiseKriging Model to a file storage
save.NuggetKriging | Save a NuggetKriging Model to a file storage
simulate-method | Simulation from a 'KM' Object
simulate-method | Simulation from a 'NoiseKM' Object
simulate-method | Simulation from a 'NuggetKM' Object
simulate.Kriging | Simulation from a 'Kriging' model object.
simulate.NoiseKriging | Simulation from a 'NoiseKriging' model object.
simulate.NuggetKriging | Simulation from a 'NuggetKriging' model object.

## -- U --

update-method | Update a 'KM' Object with New Points
update-method | Update a 'NoiseKM' Object with New Points
update-method | Update a 'NuggetKM' Object with New Points
update.Kriging | Update a 'Kriging' model object with new points
update.NoiseKriging | Update a 'NoiseKriging' model object with new points
update.NuggetKriging | Update a 'NuggetKriging' model object with new points
update_simulate | Update simulation of model on data.
update_simulate.Kriging | Update previous simulation of a 'Kriging' model object.
update_simulate.NoiseKriging | Update previous simulation of a 'NoiseKriging' model object.
update_simulate.NuggetKriging | Update previous simulation of a 'NuggetKriging' model object.