output_plot

Plots emulator expectation across the parameter space, with comparison to the corresponding
target values (with appropriate uncertainty).

A set of objects and functions for Bayes Linear emulation and history matching.
Core functionality includes automated training of emulators to data, diagnostic functions
to ensure suitability, and a variety of proposal methods for generating 'waves' of points.
For details on the mathematical background, there are many papers available on the topic
(see references attached to function help files or the below references); for details of
the functions in this package, consult the manual or help files.
Iskauskas, A, et al. (2024) <doi:10.18637/jss.v109.i10>.
Bower, R.G., Goldstein, M., and Vernon, I. (2010) <doi:10.1214/10-BA524>.
Craig, P.S., Goldstein, M., Seheult, A.H., and Smith, J.A. (1997) <doi:10.1007/978-1-4612-2290-3_2>.

Andrew Iskauskas

hmer

History Matching and Emulation Package

TJ McKinley

output_plot function

<dl><dt>ems</dt>
<dd>The <code>Emulator</code> objects.</dd>
<dt>targets</dt>
<dd>A named list of observations, given in the usual form.</dd>
<dt>points</dt>
<dd>A list of points at which the emulators should be evaluated.</dd>
<dt>npoints</dt>
<dd>If no points are provided, the number of input points to evaluate at.</dd></dl>

Arguments

Emulator Expectation Against Target Outputs — output_plot

<dl>

<dt>ems</dt>
<dd>The <code>Emulator</code> objects.</dd>


<dt>targets</dt>
<dd>A named list of observations, given in the usual form.</dd>


<dt>points</dt>
<dd>A list of points at which the emulators should be evaluated.</dd>


<dt>npoints</dt>
<dd>If no points are provided, the number of input points to evaluate at.</dd>

</dl>

output_plot: Emulator Expectation Against Target Outputs

Description

Usage

Value

Arguments

Details

See Also

Examples