BayesERtools: Bayesian Exposure-Response Analysis Tools
Suite of tools that facilitate exposure-response analysis using Bayesian methods. The package provides a streamlined workflow for fitting types of models that are commonly used in exposure-response analysis - linear and Emax for continuous endpoints, logistic linear and logistic Emax for binary endpoints, as well as performing simulation and visualization. Learn more about the workflow at <https://genentech.github.io/BayesERbook/>.
| Version: | 0.2.0 |
| Depends: | R (≥ 4.1) |
| Imports: | dplyr, tidyr, purrr, ggplot2, gt, cli, rlang, rstanarm, loo, tidybayes, bayestestR, posterior, withr |
| Suggests: | testthat (≥ 3.0.0), covr, knitr, rmarkdown, rstan, rstanemax (≥ 0.1.7), htmltools, digest, ggforce, xgxr, scales, readr, patchwork, projpred, rsample, yardstick |
| Published: | 2025-02-10 |
| DOI: | 10.32614/CRAN.package.BayesERtools |
| Author: | Kenta Yoshida 
[aut, cre],
François Mercier
[aut],
Genentech, Inc. [cph] |
| Maintainer: | Kenta Yoshida <yoshida.kenta.6 at gmail.com> |
| License: | Apache License 2.0 |
| URL: | https://genentech.github.io/BayesERtools/, https://genentech.github.io/BayesERbook/ |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | BayesERtools results |
Documentation:
| Reference manual: | BayesERtools.pdf |
| Vignettes: |
1. Basic workflow for ER with binary endpoint (source, R code) 0. Overview of the package (source, R code) |
Downloads:
| Package source: | BayesERtools_0.2.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: BayesERtools_0.2.0.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): BayesERtools_0.2.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): BayesERtools_0.2.0.tgz, r-oldrel (x86_64): not available |
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