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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>.
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Package details |
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| Author | Andrew Iskauskas [aut, cre] (<https://orcid.org/0000-0003-2825-3651>), TJ McKinley [aut] (<https://orcid.org/0000-0002-9485-3236>) |
| Maintainer | Andrew Iskauskas <andrew.iskauskas@durham.ac.uk> |
| License | MIT + file LICENSE |
| Version | 1.6.0 |
| URL | https://github.com/andy-iskauskas/hmer https://hmer-package.github.io/website/ |
| Package repository | View on CRAN |
| Installation |
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