Gaussian Process Laboratory

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Documentation for package ‘kergp’ version 0.2.0

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kergp-package Gaussian Process Laboratory
checkX Generic function to check the compatibility of a design matrix with a given covariance object
checkX-method Check the compatibility of a design with a given covariance object
checkX-method Virtual class "covAll"
coef,methods Extract coefficients of a covTS object as vector, list or matrix
coef-method Extract coefficients of a covTS object as vector, list or matrix
coef<- Generic function for the replacement of coefficient values
coef<--method Class '"covMan"'
coef<--method Class '"covTS"'
coefLower Extract or set lower/upper bounds on coefficients
coefLower-method Class '"covMan"'
coefLower-method Class '"covTS"'
coefLower<- Extract or set lower/upper bounds on coefficients
coefLower<--method Class '"covMan"'
coefLower<--method Class '"covTS"'
coefUpper Extract or set lower/upper bounds on coefficients
coefUpper-method Class '"covMan"'
coefUpper-method Class '"covTS"'
coefUpper<- Extract or set lower/upper bounds on coefficients
coefUpper<--method Class '"covMan"'
coefUpper<--method Class '"covTS"'
coerce-method Class '"covMan"'
covAll-class Virtual class "covAll"
covMan Creator function for covMan objects
covMan-class Class '"covMan"'
covMat Generic function returning a covariance or a cross-covariance matrix between two sets of locations
covMat-method Covariance Matrix for a covariance kernel object
covTS Creator function for covTS objects
covTS-class Class '"covTS"'
gls Generic function computing a Generalized Least Squares estimation with a given covariance kernel
gls-method Generalized Least Squares estimation with a given covariance kernel
gls-methods Generalized Least Squares estimation with a given covariance kernel
gp Gaussian Process model
influence.gp Diagnostics for a Gaussian Process model, based on Leave-One-Out
inputNames Generic function returning the names of the inputs of a covariance kernel
inputNames-method Virtual class "covAll"
kergp Gaussian Process Laboratory
kernelName Name of the 1d kernel in a composite kernel object
kernelName-method Class '"covTS"'
mle Generic function for Maximum Likelihood estimation of a Gaussian Process model
mle-method Maximum Likelihood estimation of Gaussian Process model parameters
mle-methods Maximum Likelihood estimation of Gaussian Process model parameters
npar Generic function returning the number of free parameters in a covariance kernel
npar-method Number of parameters for a covariance kernel object
parMap Generic function to map the parameters of a composite covariance kernel
parMap-method Map the parameters of a structure on the inputs and kernel parameters
plot.gp Diagnostic plot for the validation of a 'gp' object
predict.gp Prediction method for the '"gp"' S3 class
scores Generic function returning the scores for a covariance kernel object
scores-method Class '"covMan"'
scores-method Class '"covTS"'
shapeSlot Extracts the slots of a structure
show-method Class '"covMan"'
show-method Class '"covTS"'
simulPar Generic function to draw random values for the parameters of a covariance kernel
simulPar-method Virtual class "covAll"