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 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>.
| Version: | 1.6.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | purrr, dplyr, ggplot2, lhs, MASS, R6, viridis, mvtnorm, GGally, rlang, isoband, cluster, pdist, ggbeeswarm, stringr |
| Suggests: | spelling, knitr, rmarkdown, deSolve, testthat (≥ 3.0.0), covr, progressr |
| Published: | 2024-05-31 |
| DOI: | 10.32614/CRAN.package.hmer |
| Author: | Andrew Iskauskas |
| 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 |
| Citation: | hmer citation info |
| 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_1.6.0.tar.gz |
| Windows binaries: | r-devel: hmer_1.6.0.zip, r-release: hmer_1.6.0.zip, r-oldrel: hmer_1.6.0.zip |
| macOS binaries: | r-release (arm64): hmer_1.6.0.tgz, r-oldrel (arm64): hmer_1.6.0.tgz, r-release (x86_64): hmer_1.6.0.tgz, r-oldrel (x86_64): hmer_1.6.0.tgz |
| Old sources: | hmer archive |
Linking:
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