plot_lattice: Create a Plot Lattice
In Tandethsquire/emulatorr: Emulation and History Matching Package

Description Usage Arguments Details Value

Plots a number of emulator plots, all projections of the full-dimensional space.

1	plot_lattice(ems, targets, ppd = 20, cb = FALSE)

`ems`	The list of emulators
`targets`	The corresponding list of targets for the emulators
`ppd`	The number of points to sample per input dimension. The granularity should be carefully considered for large parameter spaces. Default: 20
`cb`	Should a colourblind-friendly palette be used for implausibility? Default: FALSE

The plots to be included are:

One dimensional optical depth plots (the proportion of points that are non-implausible)

Two dimensional optical depth plots

Two dimensional minimum implausibility plots

The 1d optical depth plots are situated on the diagonal, the 2d optical depth plots in the upper triangular elements, and the minimum implausibility plots in the lower triangular elements. To evaluate the quantities, a regular grid with ppd points per dimension is created, and maximum implausibility is calculated over this grid.

A ggplot object

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