tidybayes (version 3.0.6)

Tidy Data and 'Geoms' for Bayesian Models

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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Install

install.packages('tidybayes')

Monthly Downloads

5,465

Version

3.0.6

License

GPL (>= 3)

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Last Published

August 12th, 2023

Functions in tidybayes (3.0.6)