Computes Bayesian posterior distributions of predictions, marginal effects, and differences of marginal effects for various generalized linear models. Importantly, the posteriors are on the mean (response) scale, allowing for more natural interpretation than summaries on the link scale. Also, predictions and marginal effects of the count probabilities for Poisson and negative binomial models can be computed.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | bayestestR (≥ 0.13.2), data.table (≥ 1.15.2), magrittr (≥ 2.0.3), posterior (≥ 1.5.0) |
| Suggests: | flextable (≥ 0.9.5), knitr (≥ 1.45), MASS (≥ 7.3-60.2), rmarkdown (≥ 2.26), rstanarm (≥ 2.32.1), testthat (≥ 3.0.0) |
| Published: | 2024-12-20 |
| DOI: | 10.32614/CRAN.package.bayesMeanScale |
| Author: | David M. Dalenberg [aut, cre] |
| Maintainer: | David M. Dalenberg <dalenbe2 at gmail.com> |
| BugReports: | https://github.com/dalenbe2/bayesMeanScale/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/dalenbe2/bayesMeanScale |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | bayesMeanScale results [issues need fixing before 2025-01-16] |
| Reference manual: | bayesMeanScale.pdf |
| Vignettes: |
Introduction to 'bayesMeanScale' (source, R code) |
| Package source: | bayesMeanScale_0.2.0.tar.gz |
| Windows binaries: | r-devel: bayesMeanScale_0.2.0.zip, r-release: bayesMeanScale_0.2.0.zip, r-oldrel: bayesMeanScale_0.2.0.zip |
| macOS binaries: | r-release (arm64): bayesMeanScale_0.2.0.tgz, r-oldrel (arm64): bayesMeanScale_0.2.0.tgz, r-release (x86_64): bayesMeanScale_0.2.0.tgz, r-oldrel (x86_64): bayesMeanScale_0.2.0.tgz |
| Old sources: | bayesMeanScale archive |
Please use the canonical form https://CRAN.R-project.org/package=bayesMeanScale to link to this page.