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TAG

Transformed Additive Gaussian Processes

v0.7.1 · Apr 10, 2026 · GPL-2

Description

Implement the transformed additive Gaussian (TAG) process and the transformed approximately additive Gaussian (TAAG) process proposed in Lin and Joseph (2020) <DOI:10.1080/00401706.2019.1665592>. These functions can be used to model deterministic computer experiments, obtain predictions at new inputs, and quantify the uncertainty of the predictions. This research is supported by a U.S. National Science Foundation grant DMS-1712642 and a U.S. Army Research Office grant W911NF-17-1-0007.

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CRAN Check Status

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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-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 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-oldrel-macos-arm64

C++ specification

Specified C++11: please drop specification unless essential
ERROR 12 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/TAG.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

C++ specification

Specified C++11: please drop specification unless essential
NOTE 6 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 10, 2026
NOTE r-devel-macos-arm64

C++ specification

Specified C++11: please drop specification unless essential
NOTE r-release-macos-arm64

C++ specification

Specified C++11: please drop specification unless essential
NOTE r-oldrel-macos-arm64

C++ specification

Specified C++11: please drop specification unless essential

Dependency Network

Dependencies Reverse dependencies Rcpp DiceKriging Matrix mgcv FastGP mlegp randtoolbox foreach TAG

Version History

5 tracked
new 0.7.1 Apr 10, 2026
update 0.5.1 ← 0.2.1 diff Jun 6, 2021
update 0.2.1 ← 0.2.0 diff Aug 26, 2020
update 0.2.0 ← 0.1.0 diff Jan 8, 2020
new 0.1.0 Sep 26, 2019