The R package bkmr implements Bayesian kernel machine
regression, a statistical approach for estimating the joint health
effects of multiple concurrent exposures. Additional information on the
statistical methodology and on the computational details are provided in
Bobb
et al. 2015. More recent extensions, details on the software, and
worked-through examples are provided in Bobb
et al. 2018.
You can install the latest released version of bkmr from
CRAN with:
install.packages("bkmr")Or the latest development version from github with:
install.packages("devtools")
devtools::install_github("jenfb/bkmr")For a general overview and guided examples, go to https://jenfb.github.io/bkmr/overview.html.
For examples from the software paper, please see