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Bindings for Bayesian TidyModels bayesian logo

Lifecycle: Stable Codecov Test Coverage Last commit Commits since release R

CRAN Status CRAN Downloads License: MIT DOI

bayesian supports Bayesian modeling using brms/Stan with parsnip/tidymodels.

Installation

The stable version of bayesian can be installed from CRAN using:

install.packages("bayesian")

The development version of bayesian can be installed from GitHub using:

install.packages("pak")
pak::pkg_install("hsbadr/bayesian")

Example

library(bayesian)

bayesian_mod <-
  bayesian() |>
  set_engine("brms") |>
  fit(
    rating ~ treat + period + carry + (1 | subject),
    data = inhaler
  )

summary(bayesian_mod$fit)

For more details, get started with bayesian.

Citation

To cite bayesian in publications, please use:

citation("bayesian")

Hamada S. Badr and Paul C. Bürkner (2024): bayesian: Bindings for Bayesian TidyModels, Comprehensive R Archive Network (CRAN). URL: https://hsbadr.github.io/bayesian/.

Contributing

This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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