SIRMultiWaveEmulators

An rda object containing three waves of emulators applied to
SIR model (described in <code>SIRSample</code>). The corresponding points
(both training and validation) are stored in <code>SIRMultiWaveData</code>.

datasets

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

SIRMultiWaveEmulators function

A list containing <code>Emulator</code> objects:<dl>
 <dt>Wave 1</dt>
<dd>Emulators trained on Wave 0, generating wave 1 points</dd> <dt>Wave 2</dt>
<dd>Emulators trained on the results of the above wave 1 points</dd> <dt>Wave 3</dt>
<dd>Emulators trained on the results of the above wave 2 points</dd>
</dl>

Format

Sample Multi-wave Emulators — SIRMultiWaveEmulators

A list containing <code>Emulator</code> objects:<dl>
 <dt>Wave 1</dt>
<dd>Emulators trained on Wave 0, generating wave 1 points</dd>

 <dt>Wave 2</dt>
<dd>Emulators trained on the results of the above wave 1 points</dd>

 <dt>Wave 3</dt>
<dd>Emulators trained on the results of the above wave 2 points</dd>


</dl>

SIRMultiWaveEmulators: Sample Multi-wave Emulators

Description

Usage

Arguments

Format