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bkmrhat

Parallel Chain Tools for Bayesian Kernel Machine Regression

v1.1.7 · Nov 30, 2025 · GPL (>= 3)

Description

Bayesian kernel machine regression (from the 'bkmr' package) is a Bayesian semi-parametric generalized linear model approach under identity and probit links. There are a number of functions in this package that extend Bayesian kernel machine regression fits to allow multiple-chain inference and diagnostics, which leverage functions from the 'future', 'rstan', and 'coda' packages. Reference: Bobb, J. F., Henn, B. C., Valeri, L., & Coull, B. A. (2018). Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression. ; <doi:10.1186/s12940-018-0413-y>.

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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

Dependency Network

Dependencies Reverse dependencies coda bkmr data.table future rstan bkmrhat

Version History

new 1.1.7 Mar 10, 2026
updated 1.1.7 ← 1.1.3 diff Nov 29, 2025
updated 1.1.3 ← 1.1.2 diff Mar 28, 2022
updated 1.1.2 ← 1.1.1 diff Mar 6, 2022
updated 1.1.1 ← 1.0.2 diff Sep 6, 2021
updated 1.0.2 ← 1.0.1 diff Feb 16, 2021
updated 1.0.1 ← 1.0.0 diff Jan 25, 2021
updated 1.0.0 ← 0.1.16 diff Oct 11, 2020
new 0.1.16 Sep 15, 2020