CRAN/E | bayesplot

bayesplot

Plotting for Bayesian Models

Installation

About

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'.

Citation bayesplot citation info
mc-stan.org/bayesplot/
System requirements pandoc (>= 1.12.3), pandoc-citeproc
Bug report File report

Key Metrics

Version 1.11.1
R ≥ 3.1.0
Published 2024-02-15 43 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks bayesplot results

Downloads

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Maintainer

Maintainer

Jonah Gabry

jsg2201@columbia.edu

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

Material

NEWS
Reference manual
Package source

Vignettes

Graphical posterior predictive checks
Plotting MCMC draws
Visual MCMC diagnostics

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

bayesplot archive

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

Reverse Depends

bmscstan
walker

Reverse Imports

ammiBayes
AntMAN
baggr
bang
bayesforecast
bayesGAM
BayesGrowth
BayesMultiMode
bayesvl
blavaan
brms
bssm
bvhar
dmbc
FlexReg
footBayes
hmcdm
hmclearn
lgpr
mcp
missingHE
MixSIAR
NPBayesImputeCat
OncoBayes2
pivmet
RBesT
revdbayes
rstanarm
shinystan
simmr
TriDimRegression
webSDM

Reverse Suggests

bayesPO
bayestestR
bennu
breathteststan
bsitar
CopulaDTA
countSTAR
Ecfun
emmeans
geostan
glmmfields
greta
HTLR
isotracer
loo
mcmcensemble
mcmcsae
performance
pompp
projpred
rmsb
rstan
tidybayes
tipsae
unmconf