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) . 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'.


Reference manual

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install.packages("bayesplot")

1.16.0 by Jonah Gabry, 2 months ago


https://mc-stan.org/bayesplot/


Report a bug at https://github.com/stan-dev/bayesplot/issues/


Browse source code at https://github.com/cran/bayesplot


Authors: 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] , Visruth Srimath Kandali [ctb] , Mattan S. Ben-Shachar [ctb] , Ishaan Arora [ctb] , Utkarsh Pawade [ctb] , Florence Bockting [ctb]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports dplyr, ggdist, ggplot2, ggridges, glue, lifecycle, posterior, reshape2, rlang, stats, tibble, tidyr, tidyselect, utils

Suggests cmdstanr, ggfortify, gridExtra, hexbin, knitr, loo, monotone, patchwork, RColorBrewer, rmarkdown, rstan, rstanarm, rstantools, scales, shinystan, survival, testthat, vdiffr

System requirements: pandoc (>= 1.12.3)


Imported by BayesGrowth, BayesMultiMode, BayesRE, BayesianDEB, BayesianFitForecast, BoundIRT, CLRtools, DPCD, FlexReg, MixSIAR, MultRegCMP, NPBayesImputeCat, OncoBayes2, RBesT, RobustLPA, RprobitB, TriDimRegression, ammiBayes, baggr, bang, bayesforecast, bayesvl, blavaan, bmm, brms, bssm, bvhar, clmstan, cosimmr, dapper, dcvar, dmbc, hBayesDM, hmcdm, idealstan, imt, lgpr, mcp, metainsight, missingHE, multilevelcoda, multinma, mvgam, pivmet, rACMEMEEV, revdbayes, rstanarm, saeHB.TF.beta, serofoi, shinystan, simmr, smoothbp, webSDM.

Depended on by walker.

Suggested by CausalQueries, Ecfun, EpiPvr, ErrorTracer, GUD, HTDV, HTLR, SSRTcalc, SignalY, agregR, bayesDiagnostics, bayesPO, bayestestR, baytaAAR, bennu, bnns, bqmm, breathteststan, bsitar, bvarnet, camtrapR, countSTAR, eDNAjoint, emmeans, epidist, exnexSurv, footBayes, gdpar, geostan, glmmfields, gp3bayes, greta, hbsaems, impala, imuGAP, isotracer, lnmixsurv, loo, mcmcensemble, mcmcsae, mlumr, neodistr, performance, pompp, priorsense, projpred, psborrow2, rjuliabugs, rmsb, rstan, shrinkr, tidybayes, tipsae, trps, tulpa, unmconf.


See at CRAN