behaviour_plots: Output Plotting

In Tandethsquire/emulatorr: Emulation and History Matching Package

Description

Plots each of the emulator outputs against each input. For each input parameter, the emulator expectation is plotted for each output. These plots are presented as a set, to better identify trends and dependencies in the emulators outputs.

Usage

behaviour_plots(emulators, input_points, output_names)

Arguments

emulators	A set of Emulator objects.
input_points	The validation input points on which to evaluate the emulators
output_names	The names of the output parameters.

Examples

ems <- emulator_from_data(GillespieSIR, output_names = c('nS', 'nI', 'nR'),
 ranges = list(aSI = c(0.1, 0.8), aIR = c(0, 0.5), aSR = c(0, 0.05)),
 quadratic = TRUE)
behaviour_plots(ems, GillespieValidation[,1:3], c('nS', 'nI', 'nR'))

Tandethsquire/emulatorr documentation built on April 12, 2021, 1:08 a.m.