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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).

Functions (12)

as.shinystan

Create and test shinystan objects

deploy_shinystan

Deploy a 'ShinyStan' app on the web using 'shinyapps.io' by 'RStudio'

drop_parameters

Drop parameters from a shinystan object

generate_quantity

Add new quantity to shinystan object

launch_shinystan

Launch the 'ShinyStan' app

launch_shinystan_demo

'ShinyStan' demo

rename_model

rename_model (deprecated)

retrieve

Get summary statistics from shinystan object

shinystan-class

S4 shinystan objects

shinystan-metadata

View or change metadata associated with a shinystan object

shinystan-package

shinystan R package ('ShinyStan' graphical user interface)

update_sso

Update an object created by the previous version of shinystan

shinystan

Interactive Visual and Numerical Diagnostics and Posterior Analysis for Bayesian Models

v2.5.0

GPL (>= 3)

Authors

Jonah Gabry [aut, cre], 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]

Initial release

2018-04-29

shinystan

Functions (12)

shinystan

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