bayesplot: Plotting for Bayesian Models
Plotting functions for posterior analysis, MCMC diagnostics, prior and posterior predictive checks, and other visualizations to support the applied Bayesian workflow advocated in Gabry, Simpson, Vehtari, Betancourt, and Gelman (2019) <doi:10.1111/rssa.12378>. The package is designed not only to provide convenient functionality for users, but also a common set of functions that can be easily used by developers working on a variety of R packages for Bayesian modeling, particularly (but not exclusively) packages interfacing with 'Stan'.
| Version: | 1.14.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | dplyr (≥ 0.8.0), ggplot2 (≥ 3.4.0), ggridges (≥ 0.5.5), glue, posterior, reshape2, rlang (≥ 0.3.0), stats, tibble (≥ 2.0.0), tidyr, tidyselect, utils |
| Suggests: | ggdist, ggfortify, gridExtra (≥ 2.2.1), hexbin, knitr (≥ 1.16), loo (≥ 2.0.0), RColorBrewer, rmarkdown (≥ 1.0.0), rstan (≥ 2.17.1), rstanarm (≥ 2.17.4), rstantools (≥ 1.5.0), scales, shinystan (≥ 2.3.0), survival, testthat (≥ 2.0.0), vdiffr (≥ 1.0.2) |
| Published: | 2025-08-31 |
| DOI: | 10.32614/CRAN.package.bayesplot |
| Author: | Jonah Gabry [aut, cre],
Tristan Mahr 
[aut],
Paul-Christian Bürkner [ctb],
Martin Modrák [ctb],
Malcolm Barrett [ctb],
Frank Weber [ctb],
Eduardo Coronado Sroka [ctb],
Teemu Sailynoja [ctb],
Aki Vehtari [ctb],
Behram Ulukır [ctb] |
| Maintainer: | Jonah Gabry <jsg2201 at columbia.edu> |
| BugReports: | https://github.com/stan-dev/bayesplot/issues/ |
| License: | GPL (≥ 3) |
| URL: | https://mc-stan.org/bayesplot/ |
| NeedsCompilation: | no |
| SystemRequirements: | pandoc (>= 1.12.3), pandoc-citeproc |
| Citation: | bayesplot citation info |
| Materials: | NEWS |
| In views: | Bayesian |
| CRAN checks: | bayesplot results |
Documentation:
| Reference manual: | bayesplot.html , bayesplot.pdf |
| Vignettes: |
Graphical posterior predictive checks (source, R code) Plotting MCMC draws (source, R code) Visual MCMC diagnostics (source, R code) |
Downloads:
| Package source: | bayesplot_1.14.0.tar.gz |
| Windows binaries: | r-devel: bayesplot_1.14.0.zip, r-release: bayesplot_1.14.0.zip, r-oldrel: bayesplot_1.14.0.zip |
| macOS binaries: | r-release (arm64): bayesplot_1.14.0.tgz, r-oldrel (arm64): bayesplot_1.14.0.tgz, r-release (x86_64): bayesplot_1.14.0.tgz, r-oldrel (x86_64): bayesplot_1.14.0.tgz |
| Old sources: | bayesplot archive |
Reverse dependencies:
| Reverse depends: | bmscstan, walker |
| Reverse imports: | ammiBayes, baggr, bang, bayesforecast, BayesGrowth, BayesianFitForecast, BayesMultiMode, bayesvl, blavaan, brms, bssm, bvhar, cosimmr, dapper, dmbc, FlexReg, hbsaems, hmcdm, hmclearn, imt, lgpr, mcp, missingHE, MixSIAR, multinma, MultRegCMP, mvgam, NPBayesImputeCat, OncoBayes2, pivmet, RBesT, revdbayes, rstanarm, saeHB.TF.beta, serofoi, shinystan, simmr, TriDimRegression, webSDM |
| Reverse suggests: | bayesPO, bayestestR, bennu, breathteststan, bsitar, camtrapR, CausalQueries, countSTAR, Ecfun, eDNAjoint, emmeans, EpiPvr, footBayes, geostan, glmmfields, GUD, HTLR, isotracer, lnmixsurv, loo, mcmcensemble, mcmcsae, neodistr, performance, pompp, priorsense, projpred, psborrow2, rjuliabugs, rmsb, rstan, sccomp, tidybayes, tipsae, trps, unmconf |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=bayesplot to link to this page.