residual_diag

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

residual_diag function

<dl><dt>emulator</dt>
<dd>The emulator to consider.</dd>
<dt>histogram</dt>
<dd>Should a histogram or a scatter plot be shown? Default: FALSE</dd>
<dt>...</dt>
<dd>Any additional arguments (used internally)</dd></dl>

Arguments

Emulator Regression Residuals — residual_diag

<dl>

<dt>emulator</dt>
<dd>The emulator to consider.</dd>


<dt>histogram</dt>
<dd>Should a histogram or a scatter plot be shown? Default: FALSE</dd>


<dt>...</dt>
<dd>Any additional arguments (used internally)</dd>

</dl>

residual_diag: Emulator Regression Residuals

Description

Usage

Value

Arguments

Details

See Also

Examples