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RNAmf

Recursive Non-Additive Emulator for Multi-Fidelity Data

v1.1.3 · Jan 29, 2026 · GPL-3

Description

Performs RNA emulation and active learning proposed by Heo and Sung (2025) <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.

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CRAN Check Status

14 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

suggests

Dependency Network

Dependencies Reverse dependencies plgp lhs doParallel foreach doRNG fields mvtnorm DNAmf RNAmf

Version History

new 1.1.3 Mar 10, 2026
updated 1.1.3 ← 1.1.2 diff Jan 28, 2026
updated 1.1.2 ← 1.1.1 diff Sep 11, 2025
updated 1.1.1 ← 1.1.0 diff Jun 7, 2025
updated 1.1.0 ← 1.0.1 diff Jun 2, 2025
updated 1.0.1 ← 1.0.0 diff Mar 25, 2025
updated 1.0.0 ← 0.1.2 diff Jul 8, 2024
updated 0.1.2 ← 0.1.1 diff Mar 21, 2024
updated 0.1.1 ← 0.1.0 diff Mar 15, 2024
new 0.1.0 Dec 5, 2023