Train and Apply a Gaussian Stochastic Process Model

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Documentation for package ‘GaSP’ version 1.0.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

borehole	Data for the borehole function
CrossValidate	Cross-validated predictions for a 'GaSPModel' object.
DescribeX	Describe the input variables.
Fit	Fit a GaSP model.
GaSPModel	Create a 'GaSPModel' object.
PlotAll	Execute 'PlotPredictions', 'PlotResiduals', 'PlotStdResiduals', 'PlotMainEffects', and 'PlotJointEffects'.
PlotJointEffects	Plot the estimated joint effects.
PlotMainEffects	Plot the estimated main effects.
PlotPredictions	Plot true versus predicted output.
PlotQQ	Normal quantile-quantile (Q-Q) plot.
PlotResiduals	Plot residuals versus each input variable.
PlotStdResiduals	Plot standardized residuals versus predictions.
Predict	Predict from a 'GaSPModel' object.
RMSE	Calculate the root mean squared error (RMSE) of prediction
Visualize	Visualize a 'GaSPModel' object.