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: | 2.1.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | ggdist (≥ 2.1.0), plyr, dplyr (≥ 0.8.0), tidyr (≥ 1.0.0), ggplot2 (≥ 3.3.0), coda, purrr (≥ 0.2.3), rlang (≥ 0.3.0), scales, grid, forcats, HDInterval, arrayhelpers, tidyselect, tibble, magrittr |
| Suggests: | knitr, testthat, vdiffr (≥ 0.3.0), svglite, rstan (≥ 2.17.0), runjags, rjags, jagsUI, rstanarm (≥ 2.19.2), emmeans, broom (≥ 0.4.3), dotwhisker, MCMCglmm, bayesplot, modelr, brms (≥ 2.13.0), cowplot, covr, gdtools, rmarkdown, ggrepel, bindrcpp, RColorBrewer, gganimate, gifski, png, pkgdown, transformr |
| Published: | 2020-06-19 |
| Author: | Matthew Kay [aut, cre], Timothy Mastny [ctb] |
| Maintainer: | Matthew Kay <mjskay at umich.edu> |
| BugReports: | https://github.com/mjskay/tidybayes/issues/new |
| License: | GPL (≥ 3) |
| URL: | http://mjskay.github.io/tidybayes, https://github.com/mjskay/tidybayes |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | tidybayes citation info |
| Materials: | NEWS |
| CRAN checks: | tidybayes results |
| Reference manual: | tidybayes.pdf |
| Vignettes: |
Extracting and visualizing tidy draws from brms models Extracting and visualizing tidy draws from rstanarm models Extracting and visualizing tidy residuals from Bayesian models Using tidy data with Bayesian models |
| Package source: | tidybayes_2.1.1.tar.gz |
| Windows binaries: | r-devel: tidybayes_2.1.1.zip, r-release: tidybayes_2.1.1.zip, r-oldrel: tidybayes_2.1.1.zip |
| macOS binaries: | r-release: tidybayes_2.1.1.tgz, r-oldrel: tidybayes_2.1.1.tgz |
| Old sources: | tidybayes archive |
| Reverse imports: | fishflux, mcp, trialr |
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