CRAN: Package tidybayes

tidybayes: Tidy Data and 'Geoms' for Bayesian Models

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年09月15日

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

Documentation:

Reference manual: tidybayes.html , tidybayes.pdf

Vignettes: Extracting and visualizing tidy draws from brms models (source, R code)
Using tidybayes with the posterior package (source, R code)
Extracting and visualizing tidy draws from rstanarm models (source, R code)
Extracting and visualizing tidy residuals from Bayesian models (source, R code)
Using tidy data with Bayesian models (source, R code)

Downloads:

Package source: tidybayes_3.0.7.tar.gz

Windows binaries: r-devel: tidybayes_3.0.7.zip, r-release: tidybayes_3.0.7.zip, r-oldrel: tidybayes_3.0.7.zip

macOS binaries: r-release (arm64): tidybayes_3.0.7.tgz, r-oldrel (arm64): tidybayes_3.0.7.tgz, r-release (x86_64): tidybayes_3.0.7.tgz, r-oldrel (x86_64): tidybayes_3.0.7.tgz

Old sources: tidybayes archive

Reverse dependencies:

Reverse imports: BayesERtools, BayesGrowth, bennu, fido, INSPECTumours, mcmsupply, mcp, ppcseq, rcbayes, reslr, surveil, tidytreatment, trialr

Reverse suggests: aggreCAT, bmm, mitey, multiverse, rstanemax, trps

Linking:

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