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RNAmf: Recursive Non-Additive Emulator for Multi-Fidelity Data

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

Documentation:

Reference manual: RNAmf.pdf

Downloads:

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

Linking:

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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.