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 |