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: 1.11.1
Depends: R (≥ 3.1.0)
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), tidyselect, utils
Suggests: 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: 2024-02-15
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]
Maintainer: Jonah Gabry <jsg2201 at>
License: GPL (≥ 3)
NeedsCompilation: no
SystemRequirements: pandoc (>= 1.12.3), pandoc-citeproc
Citation: bayesplot citation info
Materials: NEWS
CRAN checks: bayesplot results


Reference manual: bayesplot.pdf
Vignettes: Graphical posterior predictive checks
Plotting MCMC draws
Visual MCMC diagnostics


Package source: bayesplot_1.11.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): bayesplot_1.11.1.tgz, r-oldrel (arm64): bayesplot_1.11.1.tgz, r-release (x86_64): bayesplot_1.11.1.tgz, r-oldrel (x86_64): bayesplot_1.11.1.tgz
Old sources: bayesplot archive

Reverse dependencies:

Reverse depends: bmscstan, walker
Reverse imports: ammiBayes, AntMAN, baggr, bang, bayesforecast, bayesGAM, BayesGrowth, BayesMultiMode, bayesvl, blavaan, brms, bssm, bvhar, cosimmr, dapper, dmbc, FlexReg, footBayes, hmcdm, hmclearn, lgpr, mcp, missingHE, MixSIAR, multilevelcoda, multinma, MultRegCMP, mvgam, NPBayesImputeCat, OncoBayes2, pivmet, RBesT, revdbayes, rstanarm, shinystan, simmr, TriDimRegression, webSDM
Reverse suggests: bayesPO, bayestestR, bennu, breathteststan, bsitar, CausalQueries, countSTAR, Ecfun, emmeans, geostan, glmmfields, greta, GUD, HTLR, isotracer, loo, mcmcensemble, mcmcsae, performance, pompp, priorsense, projpred, psborrow2, rmsb, rstan, tidybayes, tipsae, unmconf


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