Gaussian Process Modeling of Multi-Response and Possibly Noisy Datasets


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Documentation for package ‘GPM’ version 3.0.1

Help Pages

Auxil An auxiliary function used in calculating the negative log-likelehood and its gradient
CorrMat_Sym Two Functions for Constructing the Correlation Matrix in 'GPM' Package
CorrMat_Vec Two Functions for Constructing the Correlation Matrix in 'GPM' Package
CppSolve A Set of Functions for Doing Some Calculations on Matrices in 'GPM' Package
Draw The Plotting Function of 'GPM' Package
Eigen A Set of Functions for Doing Some Calculations on Matrices in 'GPM' Package
Fit The Fitting Function of 'GPM' Package
LowerChol A Set of Functions for Doing Some Calculations on Matrices in 'GPM' Package
NLogL The Function for calculating the Negative Log-Likelehood in 'GPM' Package
NLogL_G The Function for calculating the gradient of Negative Log-Likelehood in 'GPM' Package
Predict The Prediction Function of 'GPM' Package