Package: bkmrhat 1.1.7

Alexander Keil

bkmrhat: Parallel Chain Tools for Bayesian Kernel Machine Regression

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>.

Authors:Alexander Keil [aut, cre]

bkmrhat_1.1.7.tar.gz
bkmrhat_1.1.7.zip(r-4.7)bkmrhat_1.1.7.zip(r-4.6)bkmrhat_1.1.7.zip(r-4.5)
bkmrhat_1.1.7.tgz(r-4.6-any)bkmrhat_1.1.7.tgz(r-4.5-any)
bkmrhat_1.1.7.tar.gz(r-4.7-any)bkmrhat_1.1.7.tar.gz(r-4.6-any)
bkmrhat_1.1.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
bkmrhat/json (API)
NEWS

# Install 'bkmrhat' in R:
install.packages('bkmrhat', repos = c('https://alexpkeil1.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/alexpkeil1/bkmrhat/issues

On CRAN:

Conda:

4.92 score 7 stars 12 scripts 409 downloads 15 exports 75 dependencies

Last updated from:6b5ea188a9. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK261
source / vignettesOK302
linux-release-x86_64OK269
macos-release-arm64OK199
macos-oldrel-arm64OK257
windows-develOK235
windows-releaseOK172
windows-oldrelOK244
wasm-releaseOK142

Exports:comb_bkmrfitscomb_bkmrfits_lowmemExtractPIPs_parallelkmbayes_combinekmbayes_combine_lowmemkmbayes_continuekmbayes_diagkmbayes_diagnosekmbayes_parallelkmbayes_parallel_continueOverallRiskSummaries_parallelPredictorResponseBivar_parallelPredictorResponseUnivar_parallelSamplePred_parallelSingVarRiskSummaries_parallel

Dependencies:abindbackportsBHbkmrcallrcheckmateclicodacodetoolscpp11data.tabledescdigestdistributionaldotCall64dplyrfarverfieldsfuturegenericsggplot2globalsgluegmmgridExtragtableinlineisobandlabelinglatticelifecyclelistenvloomagrittrmapsMASSMatrixmatrixStatsmvtnormnlmenumDerivparallellypillarpkgbuildpkgconfigposteriorprocessxpspurrrQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelrlangrstanS7sandwichscalesspamStanHeadersstringistringrtensorAtibbletidyrtidyselecttmvtnormtruncnormutf8vctrsviridisLitewithrzoo

The bkmrhat package: diagnostics and multi-chain inference in Bayesian kernel machine regression

Alexander Keil

Rendered frombkmrhat-vignette.Rmdusingknitr::knitron May 23 2026.

Last update: 2025-11-17
Started: 2020-08-30