Compose data for and extract, manipulate, and visualize posterior draws from Bayesian models
('JAGS', 'Stan', 'rstanarm', 'brms', 'MCMCglmm', 'coda', ...) in a tidy data format. Functions are provided
to help extract tidy data frames of draws from Bayesian models and that generate point
summaries and intervals in a tidy format. In addition, 'ggplot2' 'geoms' and 'stats' are provided for
common visualization primitives like points with multiple uncertainty intervals, eye plots (intervals plus
densities), and fit curves with multiple, arbitrary uncertainty bands.
| Version: |
3.0.7 |
| Depends: |
R (≥ 4.0.0) |
| Imports: |
methods, ggdist (≥ 3.0.0), dplyr (≥ 1.1.0), tidyr (≥
1.0.0), ggplot2 (≥ 3.3.5), coda, rlang (≥ 0.3.0), arrayhelpers, tidyselect, tibble, magrittr, posterior (≥
1.0.1), withr, cli, vctrs |
| Suggests: |
knitr, testthat, purrr (≥ 0.2.3), forcats, vdiffr (≥
1.0.0), svglite, rstan (≥ 2.17.0), rstantools (≥ 2.1.0), runjags, rjags, jagsUI, rstanarm (≥ 2.19.2), emmeans, broom (≥ 0.4.3), MCMCglmm, bayesplot, modelr, brms (≥ 2.16.0), cowplot, covr, rmarkdown, ggrepel, bindrcpp, RColorBrewer, gganimate, gifski, png, ragg, pkgdown, distributional, transformr |
| Published: |
2024-09-15 |
| DOI: |
10.32614/CRAN.package.tidybayes |
| Author: |
Matthew Kay [aut, cre],
Timothy Mastny [ctb] |
| Maintainer: |
Matthew Kay <mjskay at northwestern.edu> |
| BugReports: |
https://github.com/mjskay/tidybayes/issues |
| License: |
GPL (≥ 3) |
| URL: |
https://mjskay.github.io/tidybayes/,
https://github.com/mjskay/tidybayes/ |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Citation: |
tidybayes citation info |
| Materials: |
NEWS |
| CRAN checks: |
tidybayes results |