swMATH ID: 31516
Software Authors: Matthew Kay, Timothy Mastny
Description: R package 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.
Homepage: https://cran.r-project.org/web/packages/tidybayes/index.html
Source Code:  https://github.com/cran/tidybayes
Dependencies: R
Related Software: RStan; R; ggplot2; Stan; mvtnorm; brms; JAGS; rstantools; bridgesampling; shinystan; Matrix; spdep; CARBayes; spatialreg; geostan; nimble; BayesX; ngspatial; INLA; fivethirtyeight
Cited in: 2 Publications

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