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tidybayes

Tidy Data and 'Geoms' for Bayesian Models

v3.0.7 · Sep 14, 2024 · GPL (>= 3)

Description

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.

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r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Reverse Dependencies (17)

Dependency Network

Dependencies Reverse dependencies ggdist dplyr tidyr (>= 1.0.0) ggplot2 coda rlang arrayhelpers tidyselect tibble magrittr posterior (>= 1.0.1) withr cli vctrs BayesERtools BayesGrowth bennu fido mcmsupply mcp rcbayes reslr surveil tidytreatment trialr aggreCAT bmm mitey multiverse +2 more reverse deps tidybayes

Version History

new 3.0.7 Mar 9, 2026