Package: shinystan 2.6.0
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:
shinystan_2.6.0.tar.gz
shinystan_2.6.0.zip(r-4.5)shinystan_2.6.0.zip(r-4.4)shinystan_2.6.0.zip(r-4.3)
shinystan_2.6.0.tgz(r-4.4-any)shinystan_2.6.0.tgz(r-4.3-any)
shinystan_2.6.0.tar.gz(r-4.5-noble)shinystan_2.6.0.tar.gz(r-4.4-noble)
shinystan_2.6.0.tgz(r-4.4-emscripten)shinystan_2.6.0.tgz(r-4.3-emscripten)
shinystan.pdf |shinystan.html✨
shinystan/json (API)
NEWS
| # 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:https://mc-stan.org
- eight_schools - 'ShinyStan' demo
bayesianbayesian-data-analysisbayesian-inferencebayesian-methodsbayesian-statisticsmcmcshiny-appsstanstatistical-graphics
Last updated 2 years agofrom:f8ec132ee8. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 16 2024 |
| R-4.5-win | OK | Dec 16 2024 |
| R-4.5-linux | OK | Dec 16 2024 |
| R-4.4-win | OK | Dec 16 2024 |
| R-4.4-mac | OK | Dec 16 2024 |
| R-4.3-win | OK | Dec 16 2024 |
| R-4.3-mac | OK | Dec 16 2024 |
Exports:as.shinystandeploy_shinystandrop_parametersgenerate_quantityis.shinystanlaunch_shinystanlaunch_shinystan_demomodel_codemodel_namenotesrename_modelretrievesso_infoupdate_sso
Dependencies:abindbackportsbase64encbayesplotBHbslibcachemcallrcheckmateclicolorspacecolourpickercommonmarkcpp11crayoncrosstalkdescdigestdistributionaldplyrDTdygraphsevaluatefansifarverfastmapfontawesomefsgenericsggplot2ggridgesgluegridExtragtablegtoolshighrhtmltoolshtmlwidgetshttpuvigraphinlineisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecycleloomagrittrmarkdownMASSMatrixmatrixStatsmemoisemgcvmimeminiUImunsellnlmenumDerivpillarpkgbuildpkgconfigplyrposteriorprocessxpromisespsQuickJSRR6rappdirsRColorBrewerRcppRcppEigenRcppParallelreshape2rlangrmarkdownrstansassscalesshinyshinyjsshinythemessourcetoolsStanHeadersstringistringrtensorAthreejstibbletidyselecttinytexutf8vctrsviridisLitewithrxfunxtablextsyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| 'shinystan' R package ('ShinyStan' graphical user interface) | shinystan-package |
| Create and test 'shinystan' objects | as.shinystan as.shinystan,array-method as.shinystan,CmdStanMCMC-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' object | drop_parameters |
| Add new quantity to shinystan object | generate_quantity |
| Launch the 'ShinyStan' app | launch_shinystan launch_shinystan.default launch_shinystan.shinystan |
| 'ShinyStan' demo | eight_schools launch_shinystan_demo |
| Get summary statistics from shinystan object | retrieve |
| S4 'shinystan' objects | shinystan shinystan-class |
| View or change metadata associated with a 'shinystan' object | model_code model_name notes shinystan-metadata sso_info |
| Update an object created by the previous version of shinystan | update_sso |
