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

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  • Depends1 package
  • Imports4 packages
  • Suggests2 packages