Separable Gaussian Process Interpolation (Emulation)


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Documentation for package ‘stilt’ version 1.3.0

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stilt-package Separable Gaussian Process Emulator
Data.1D.model Synthetic model output for a simple 1-parameter ensemble example
Data.1D.par Parameter settings for 1-parameter ensemble model output in Data.1D.model
Data.AR1Korea.model Korean modelled temperature variability and future change
Data.AR1Korea.par Korean temperature variability parameters
Data.Sicopolis.model SICOPOLIS model ensemble output
Data.Sicopolis.par SICOPOLIS model ensemble parameter settings
Data.UVic.model UVic ESCM climate model ensemble output
Data.UVic.par UVic ESCM climate model ensemble parameter settings
emul.1D Emulator of model for the 1-parameter example
emul.predict To predict using an emulator (Deprecated)
emul.Sicopolis SICOPOLIS ice sheet model emulator
emulator Function to fit an emulator to ensemble model output
predict Predict Method for an Emulator
predict.emul Predict Method for an Emulator
rsurface.plot To produce a response surface plot of the emulator
sep.cov Construct time and parameter covariance matrices
stilt Separable Gaussian Process Emulator
test.all To test an emulator using leave-one-out cross-validation
test.csv To cross-validate a Gaussian Process emulator