Package: shinystan 2.7.0.9000

Jonah Gabry

shinystan: Interactive Visual and Numerical Diagnostics and Posterior Analysis for Bayesian Models

A graphical user interface for interactive Markov chain Monte Carlo (MCMC) diagnostics and plots and tables helpful for analyzing a posterior sample. The interface is powered by the 'Shiny' web application framework from 'RStudio' and works with the output of MCMC programs written in any programming language (and has extended functionality for 'Stan' models fit using the 'rstan' and 'rstanarm' packages).

Authors:Jonah Gabry [aut, cre], Duco Veen [aut], Stan Development Team [ctb], Michael Andreae [ctb], Michael Betancourt [ctb], Bob Carpenter [ctb], Yuanjun Gao [ctb], Andrew Gelman [ctb], Ben Goodrich [ctb], Daniel Lee [ctb], Dongying Song [ctb], Rob Trangucci [ctb], Visruth Srimath Kandali [ctb]

shinystan_2.7.0.9000.tar.gz
shinystan_2.7.0.9000.zip(r-4.7)shinystan_2.7.0.9000.zip(r-4.6)shinystan_2.7.0.9000.zip(r-4.5)
shinystan_2.7.0.9000.tgz(r-4.6-any)shinystan_2.7.0.9000.tgz(r-4.5-any)
shinystan_2.7.0.9000.tar.gz(r-4.7-any)shinystan_2.7.0.9000.tar.gz(r-4.6-any)
shinystan_2.7.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION |NEWS
card.svg |card.png
shinystan/json (API)

# Install 'shinystan' in R:
install.packages('shinystan', repos = c('https://stan-dev.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/stan-dev/shinystan/issues

Pkgdown/docs site:https://mc-stan.org

Datasets:

On CRAN:

Conda:

bayesianbayesian-data-analysisbayesian-inferencebayesian-methodsbayesian-statisticsmcmcshiny-appsstanstatistical-graphics

15.52 score 199 stars 15 packages 1.8k scripts 433k downloads 10 mentions 14 exports 103 dependencies

Last updated from:c39dd30eb9. Checks:7 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64ERROR1025
source / vignettesOK995
linux-release-x86_64ERROR866
macos-release-arm64ERROR174
macos-oldrel-arm64ERROR133
windows-develERROR141
windows-releaseERROR151
windows-oldrelERROR153
wasm-releaseOK1454

Exports:as.shinystandeploy_shinystandrop_parametersgenerate_quantityis.shinystanlaunch_shinystanlaunch_shinystan_demomodel_codemodel_namenotesrename_modelretrievesso_infoupdate_sso

Dependencies:abindbackportsbase64encbayesplotBHbslibcachemcallrcheckmateclicolourpickercommonmarkcpp11crosstalkdescdigestdistributionaldplyrDTdygraphsevaluatefarverfastmapfontawesomefsgenericsggplot2ggridgesgluegridExtragtablegtoolshighrhtmltoolshtmlwidgetshttpuvigraphinlineisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelitedownloomagrittrmarkdownMatrixmatrixStatsmemoisemimeminiUInumDerivotelpillarpkgbuildpkgconfigplyrposteriorprocessxpromisespspurrrQuickJSRR6rappdirsRColorBrewerRcppRcppEigenRcppParallelreshape2rlangrmarkdownrstanS7sassscalesshinyshinyjsshinythemessourcetoolsStanHeadersstringistringrtensorAthreejstibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxtablextsyamlzoo

Deploying to shinyapps.io
Step 1: ShinyApps account | Step 2: Use deploy_shinystan to deploy your app to shinyapps.io

Last update: 2022-03-02
Started: 2015-09-17

Getting Started
Using the ShinyStan app with different types of objects | stanfit objects | stanreg and brmsfit objects | mcmc.list objects | Other types of objects | 3-D array | List of matrices | Other functions in the shinystan package | Generating new quantities | Storing your model code in a shinystan object | Renaming a model

Last update: 2021-03-30
Started: 2015-09-17

Readme and manuals

Help Manual

Help pageTopics
'shinystan' R package ('ShinyStan' graphical user interface)shinystan-package
Create and test 'shinystan' objectsas.shinystan as.shinystan,array-method as.shinystan,CmdStanMCMC-method as.shinystan,CmdStanMCMC_CSV-method as.shinystan,list-method as.shinystan,mcmc.list-method as.shinystan,stanfit-method as.shinystan,stanreg-method is.shinystan
Deploy a 'ShinyStan' app on the web using 'shinyapps.io' by 'RStudio'deploy_shinystan
Drop parameters from a 'shinystan' objectdrop_parameters
Add new quantity to shinystan objectgenerate_quantity
Launch the 'ShinyStan' applaunch_shinystan launch_shinystan.default launch_shinystan.shinystan
'ShinyStan' demoeight_schools launch_shinystan_demo
Get summary statistics from shinystan objectretrieve
S4 'shinystan' objectsshinystan shinystan-class
View or change metadata associated with a 'shinystan' objectmodel_code model_name notes shinystan-metadata sso_info
Update an object created by the previous version of shinystanupdate_sso