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shinystan (version 2.6.0)

Interactive Visual and Numerical Diagnostics and Posterior Analysis for Bayesian Models

Description

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).

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Version

Install

install.packages('shinystan')

Monthly Downloads

12,952

Version

2.6.0

License

GPL (>= 3)

Maintainer

Jonah Gabry

Last Published

March 3rd, 2022

Functions in shinystan (2.6.0)

shinystan-class

S4 shinystan objects
drop_parameters

Drop parameters from a shinystan object
rename_model

rename_model (deprecated)
launch_shinystan

Launch the 'ShinyStan' app
launch_shinystan_demo

'ShinyStan' demo
as.shinystan

Create and test shinystan objects
deploy_shinystan

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

Add new quantity to shinystan object
shinystan-metadata

View or change metadata associated with a shinystan object
retrieve

Get summary statistics from shinystan object
update_sso

Update an object created by the previous version of shinystan
shinystan-package

shinystan R package ('ShinyStan' graphical user interface)