comparison_diag

Shorthand function for diagnostic test `cd'.

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

comparison_diag function

<dl><dt>emulator</dt>
<dd>The emulator in question</dd>
<dt>targets</dt>
<dd>The output targets</dd>
<dt>validation</dt>
<dd>The validation set</dd>
<dt>sd</dt>
<dd>The range of uncertainty allowed</dd>
<dt>plt</dt>
<dd>Whether to plot or not</dd></dl>

Arguments

Comparison Diagnostics — comparison_diag

<dl>

<dt>emulator</dt>
<dd>The emulator in question</dd>


<dt>targets</dt>
<dd>The output targets</dd>


<dt>validation</dt>
<dd>The validation set</dd>


<dt>sd</dt>
<dd>The range of uncertainty allowed</dd>


<dt>plt</dt>
<dd>Whether to plot or not</dd>

</dl>

comparison_diag: Comparison Diagnostics

Description

Usage

Value

Arguments

Details

References

See Also