bkmrhat

Parallel Chain Tools for Bayesian Kernel Machine Regression

CRAN Package

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.

  • Version1.1.3
  • R version≥ 3.5.0
  • LicenseGPL (≥ 3)
  • Needs compilation?No
  • Languageen-US
  • Last release03/29/2022

Documentation


Team


Insights

Last 30 days

This package has been downloaded 477 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 13 times.

Sun
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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
17 downloadsMar 4, 2025
25 downloadsMar 5, 2025
10 downloadsMar 6, 2025
20 downloadsMar 7, 2025
4 downloadsMar 8, 2025
8 downloadsMar 9, 2025
15 downloadsMar 10, 2025
15 downloadsMar 11, 2025
20 downloadsMar 12, 2025
11 downloadsMar 13, 2025
17 downloadsMar 14, 2025
27 downloadsMar 15, 2025
6 downloadsMar 16, 2025
32 downloadsMar 17, 2025
6 downloadsMar 18, 2025
27 downloadsMar 19, 2025
24 downloadsMar 20, 2025
14 downloadsMar 21, 2025
16 downloadsMar 22, 2025
11 downloadsMar 23, 2025
12 downloadsMar 24, 2025
14 downloadsMar 25, 2025
20 downloadsMar 26, 2025
26 downloadsMar 27, 2025
21 downloadsMar 28, 2025
11 downloadsMar 29, 2025
16 downloadsMar 30, 2025
6 downloadsMar 31, 2025
13 downloadsApr 1, 2025
13 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
4
32

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 5,091 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Feb 20, 2025 with 40 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Imports4 packages
  • Suggests2 packages