kergp: Gaussian Process Laboratory

Gaussian Process models with customised covariance kernels.

AuthorYves Deville, David Ginsbourger, Olivier Roustant. Contributors: Nicolas Durrande.
Date of publication2015-12-23 09:15:28
MaintainerYves Deville <deville.yves@alpestat.com>
LicenseGPL-3
Version0.2.0

View on CRAN

Man pages

checkX: Generic function to check the compatibility of a design...

checkX-methods: Check the compatibility of a design with a given covariance...

coefLower: Extract or set lower/upper bounds on coefficients

coef-methods: Extract coefficients of a covTS object as vector, list or...

coefReplace: Generic function for the replacement of coefficient values

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...

covMat-methods: 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...

gls-methods: Generalized Least Squares estimation with a given covariance...

gp: Gaussian Process model

influence.gp: Diagnostics for a Gaussian Process model, based on...

inputNames: Generic function returning the names of the inputs of a...

kergp-package: Gaussian Process Laboratory

kernelName: Name of the 1d kernel in a composite kernel object

MLE: Generic function for Maximum Likelihood estimation of a...

MLE-methods: Maximum Likelihood estimation of Gaussian Process model...

npar: Generic function returning the number of free parameters in a...

npar-methods: Number of parameters for a covariance kernel object

parMap: Generic function to map the parameters of a composite...

parMap-methods: Map the parameters of a structure on the inputs and kernel...

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...

shapeSlot: Extracts the slots of a structure

simulPar: Generic function to draw random values for the parameters of...

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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