hmer: History Matching and Emulation Package

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); for details of the functions in this package, consult the manual or help files.

Version: 1.5.6
Depends: R (≥ 4.1.0)
Imports: purrr, stringr, tidyr, dplyr, ggplot2, lhs, MASS, R6, viridis, mvtnorm, GGally, rlang, isoband, cluster, pdist, ggbeeswarm
Suggests: spelling, knitr, rmarkdown, deSolve, testthat (≥ 3.0.0), covr, progressr
Published: 2023-08-30
Author: Andrew Iskauskas ORCID iD [aut, cre], TJ McKinley ORCID iD [aut]
Maintainer: Andrew Iskauskas <andrew.iskauskas at durham.ac.uk>
BugReports: https://github.com/andy-iskauskas/hmer/issues
License: MIT + file LICENSE
URL: https://github.com/andy-iskauskas/hmer, https://hmer-package.github.io/website/
NeedsCompilation: no
Language: en-GB
Materials: README NEWS
CRAN checks: hmer results

Documentation:

Reference manual: hmer.pdf
Vignettes: Demonstrating the hmer Package
Emulation and History Matching Handbook
Low Dimensional Examples
Stochastic Emulation

Downloads:

Package source: hmer_1.5.6.tar.gz
Windows binaries: r-devel: hmer_1.5.6.zip, r-release: hmer_1.5.6.zip, r-oldrel: hmer_1.5.6.zip
macOS binaries: r-release (arm64): hmer_1.5.6.tgz, r-oldrel (arm64): hmer_1.5.6.tgz, r-release (x86_64): hmer_1.5.6.tgz
Old sources: hmer archive

Linking:

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