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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 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 |
| 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: bayesplot_1.11.1.zip, r-release: bayesplot_1.11.1.zip, r-oldrel: bayesplot_1.11.1.zip |
| 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 depends: | bmscstan, walker |
| Reverse imports: | ammiBayes, AntMAN, baggr, bang, bayesforecast, BayesGrowth, BayesianFitForecast, BayesMultiMode, bayesvl, blavaan, brms, bssm, bvhar, cosimmr, dapper, dmbc, FlexReg, footBayes, hmcdm, hmclearn, imt, 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, eDNAjoint, emmeans, geostan, glmmfields, greta, GUD, HTLR, isotracer, lnmixsurv, loo, mcmcensemble, mcmcsae, performance, pompp, priorsense, projpred, psborrow2, rmsb, rstan, sccomp, tidybayes, tipsae, unmconf |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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