| residual_diag {hmer} | R Documentation |
Emulator Regression Residuals
Description
Plots the emulator residuals.
Usage
residual_diag(emulator, histogram = FALSE, ...)
Arguments
emulator |
The emulator to consider. |
histogram |
Should a histogram or a scatter plot be shown? Default: FALSE |
... |
Any additional arguments (used internally) |
Details
An emulator is composed of two parts: a global regression surface, and a local correlation structure. It can sometimes be informative to examine the residuals of the regression surface on the training set, to determine the extent to which the regression surface is being ‘corrected for’ by the correlation structure.
Value
A set of residuals, standardised by the regression surface residual standard error.
See Also
Other diagnostic functions:
analyze_diagnostic(),
classification_diag(),
comparison_diag(),
get_diagnostic(),
individual_errors(),
standard_errors(),
summary_diag(),
validation_diagnostics()
Examples
residual_diag(SIREmulators$ems$nS)
residual_diag(SIREmulators$ems$nI, TRUE)