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: | 1.0.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | purrr, stringr, tidyr, ggplot2, lhs, MASS, R6, viridis, mvtnorm, GGally, rlang, isoband, mclust |
| Suggests: | spelling, knitr, rmarkdown, deSolve |
| Published: | 2022-04-14 |
| Author: | Andrew Iskauskas 
[aut, cre] |
| 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 |
| 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_1.0.0.tar.gz |
| Windows binaries: | r-devel: hmer_1.0.0.zip, r-release: hmer_1.0.0.zip, r-oldrel: hmer_1.0.0.zip |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): hmer_1.0.0.tgz, r-release (x86_64): not available, r-oldrel (x86_64): hmer_1.0.0.tgz |
Linking:
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