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).

Reference manual

install.packages("shinystan")

2.7.0 by Jonah Gabry, 10 months ago

https://mc-stan.org/shinystan/, https://discourse.mc-stan.org

Report a bug at https://github.com/stan-dev/shinystan/issues/

Browse source code at https://github.com/cran/shinystan

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]

Documentation: PDF Manual

GPL (>= 3) license

Imports bayesplot, colourpicker, DT, dygraphs, ggplot2, gridExtra, gtools, markdown, methods, reshape2, rstan, stats, shinyjs, shinythemes, threejs, utils, xtable, xts