Man pages for kergp
Gaussian Process Laboratory

as.list.covTPCoerce a 'covTP' Object into a List
checkGradCheck the Gradient Provided in a 'covMan' Object
checkParCheck Length and Names of a Vector of Values for Parameters...
checkXGeneric function: Check the Compatibility of a Design Matrix...
checkX-methodsCheck the Compatibility of a Design with a Given Covariance...
coefLowerExtract or Set Lower/Upper Bounds on Coefficients
coef-methodsExtract Coefficients of a Covariance Kernel Object as Vector,...
coefReplaceGeneric Function: Replacement of Coefficient Values
contr.helmodModified Helmert Contrast Matrix
corLevCompSymmCorrelation Matrix for the Compound Symmetry Structure
corLevDiagCorrelation or Covariance Matrix for a Diagonal Structure
corLevLowRankCorrelation Matrix for a Low-Rank Structure
corLevSymmCorrelation Matrix for a General Symmetric Correlation...
covAll-classVirtual Class '"covAll"'
covANOVACreator for the Class '"covANOVA"'
covANOVA-classClass '"covANOVA"'
covCompCreator for the Class '"covComp"' for Composite Covariance...
covComp-classClass '"covComp"'
covManCreator Function for 'covMan' Objects
covMan-classClass '"covMan"'
covMatGeneric Function: Covariance or Cross-Covariance Matrix...
covMat-methodsCovariance Matrix for a Covariance Kernel Object
covOrdWarping-Based Covariance for an Ordinal Input
covOrd-classClass '"covOrd"'
covQual-classClass '"covQual"'
covQualNestedNested Qualitative Covariance
covQualNested-classClass '"covQualNested"'
covRadialCreator for the Class '"covRadial"'
covRadial-classClass '"covRadial"'
covTPCreator for the Class '"covTP"'
covTP-classClass '"covTP"'
covTSCreator Function for 'covTS' Objects
covTS-classClass '"covTS"'
glsGeneric Function: Generalized Least Squares Estimation with a...
gls-methodsGeneralized Least Squares Estimation with a Given Covariance...
gpGaussian Process Model
hasGradGeneric Function: Extract slot hasGrad of a Covariance Kernel
influence.gpDiagnostics for a Gaussian Process Model, Based on...
inputNamesGeneric Function: Names of the Inputs of a Covariance Kernel
k1FunsOne-Dimensional Classical Covariance Kernel Functions
k1KernsPredefined covMan Objects for 1D Kernels
kergp-packageGaussian Process Laboratory
kernelNameName of the One-Dimensional Kernel in a Composite Kernel...
kGaussGauss (Squared-Exponential) Kernel
kMaternMatérn Kernels
MLEGeneric Function: Maximum Likelihood Estimation of a Gaussian...
MLE-methodsMaximum Likelihood Estimation of Gaussian Process Model...
nparGeneric function: Number of Free Parameters in a Covariance...
npar-methodsNumber of Parameters for a Covariance Kernel Object
optimMethodsOptimization Methods (or Algorithms) for the 'mle' Method
parMapGeneric Function: Map the Parameters of a Composite...
parMap-methodsMap the Parameters of a Structure on the Inputs and Kernel...
parNamesSymmVector of Names for the General 'Symm' Parameterisation
parseCovFormulaParse a Formula or Expression Describing a Composite...
plot.covQualPlot for a qualitative input
plot.gpDiagnostic Plot for the Validation of a 'gp' Object
plot.simulatePlot Simulations from a 'gp' Object
predict.gpPrediction Method for the '"gp"' S3 Class
prinKrigePrincipal Kriging Functions
q1CompSymmQualitative Correlation or Covariance Kernel with one Input...
q1DiagQualitative Correlation or Covariance Kernel with one Input...
q1LowRankQualitative Correlation or Covariance Kernel with one Input...
q1SymmQualitative Correlation or Covariance Kernel with one Input...
scoresGeneric Function: Scores for a Covariance Kernel Object
shapeSlotExtracts the Slots of a Structure
simulate.covAllSimulation of a 'covAll' Object
simulate.gpSimulation of Paths from a 'gp' Object
simulParGeneric function: Draw Random Values for the Parameters of a...
simulPar-covAll-methodDraw Random Values for the Parameters of a Covariance Kernel
symIndicesVector of Indices Useful for Symmetric or Anti-Symmetric...
transludeMake Translucent colors
varVecGeneric Function: Variance of Gaussian Process at Specific...
varVec-methodsCovariance Matrix for a Covariance Kernel Object
warpFunsWarpings for Ordinal Inputs
kergp documentation built on March 18, 2021, 5:06 p.m.