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Performs RNA emulation and active learning proposed by Heo and Sung (2024) <doi:10.1080/00401706.2024.2376173> for multi-fidelity computer experiments. The RNA emulator is particularly useful when the simulations with different fidelity level are nonlinearly correlated. The hyperparameters in the model are estimated by maximum likelihood estimation.
| Version: | 1.0.0 |
| Imports: | plgp, stats, lhs, doParallel, foreach |
| Suggests: | knitr, rmarkdown |
| Published: | 2024-07-09 |
| DOI: | 10.32614/CRAN.package.RNAmf |
| Author: | Junoh Heo [aut, cre], Chih-Li Sung [aut] |
| Maintainer: | Junoh Heo <heojunoh at msu.edu> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| CRAN checks: | RNAmf results |
| Reference manual: | RNAmf.pdf |
| Package source: | RNAmf_1.0.0.tar.gz |
| Windows binaries: | r-devel: RNAmf_1.0.0.zip, r-release: RNAmf_1.0.0.zip, r-oldrel: RNAmf_1.0.0.zip |
| macOS binaries: | r-release (arm64): RNAmf_1.0.0.tgz, r-oldrel (arm64): RNAmf_1.0.0.tgz, r-release (x86_64): RNAmf_1.0.0.tgz, r-oldrel (x86_64): RNAmf_1.0.0.tgz |
| Old sources: | RNAmf archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.