tidybayes 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 all top 5 Cited by 7 Authors 1 Dogucu, Mine 1 Flegal, James M. 1 Johnson, Alicia A. 1 Jones, Galin L. 1 Ott, Miles Q. 1 Robertson, Nathan 1 Vats, Dootika Cited in 2 Serials 1 Journal of Computational and Graphical Statistics 1 Chapman & Hall/CRC Texts in Statistical Science Series Cited in 2 Fields 2 Statistics (62-XX) 1 Mathematics education (97-XX) Citations by Year