SIRMultiWaveData

An rda object containing four data.frames: an initial set of points
also provided in <code>SIRSample</code>, and
the 90 points generated at each of three subsequent waves. The trained
emulators are provided in <code>SIRMultiWaveEmulators</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

SIRMultiWaveData function

A list of data.frame objects:<dl>
 <dt>Wave 0</dt>
<dd>The initial points used in other examples</dd> <dt>Wave 1</dt>
<dd>Points generated from the wave 1 emulators</dd> <dt>Wave 2</dt>
<dd>Points generated from the wave 2 emulators</dd> <dt>Wave 3</dt>
<dd>Points generated from the wave 3 emulators</dd>
</dl>

Format

Sample Multi-wave Results — SIRMultiWaveData

A list of data.frame objects:<dl>
 <dt>Wave 0</dt>
<dd>The initial points used in other examples</dd>

 <dt>Wave 1</dt>
<dd>Points generated from the wave 1 emulators</dd>

 <dt>Wave 2</dt>
<dd>Points generated from the wave 2 emulators</dd>

 <dt>Wave 3</dt>
<dd>Points generated from the wave 3 emulators</dd>


</dl>

SIRMultiWaveData: Sample Multi-wave Results

Description

Usage

Arguments

Format