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).

Total

183,131

Last month

15,743

Last week

4,642

Average per day

525

Daily downloads

Total downloads

Description file content

Package
shinystan
Title
Interactive Visual and Numerical Diagnostics and Posterior Analysis for Bayesian Models
Version
2.5.0
Date
2018-04-29
Maintainer
Jonah Gabry
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).
URL
BugReports
https://github.com/stan-dev/shinystan/issues/
License
GPL (>= 3)
Depends
R (>= 3.1.0), shiny (>= 1.0.3)
Imports
bayesplot (>= 1.5.0), colourpicker, DT (>= 0.2), dygraphs (>= 1.1.1.2), ggplot2 (>= 2.1.1), gridExtra, gtools, markdown (>= 0.7.4), methods, reshape2, rsconnect (>= 0.4.2), rstan (>= 2.17.1), stats, shinyjs (>= 0.6.0), shinythemes (>= 1.0.1), threejs (>= 0.2.1), utils, xtable, xts (>= 0.9-7)
Suggests
coda, knitr (>= 1.9), rmarkdown (>= 0.8.1), rstanarm (>= 2.17.4), testthat
LazyData
true
VignetteBuilder
knitr
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2018-04-30 22:31:52 UTC; jgabry
Author
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]
Repository
CRAN
Date/Publication
2018-05-01 03:31:02 UTC

install.packages('shinystan')

2.5.0

7 months ago

http://mc-stan.org/

Jonah Gabry

GPL (>= 3)

Depends on

R (>= 3.1.0), shiny (>= 1.0.3)

Imports

bayesplot (>= 1.5.0), colourpicker, DT (>= 0.2), dygraphs (>= 1.1.1.2), ggplot2 (>= 2.1.1), gridExtra, gtools, markdown (>= 0.7.4), methods, reshape2, rsconnect (>= 0.4.2), rstan (>= 2.17.1), stats, shinyjs (>= 0.6.0), shinythemes (>= 1.0.1), threejs (>= 0.2.1), utils, xtable, xts (>= 0.9-7)

Suggests

coda, knitr (>= 1.9), rmarkdown (>= 0.8.1), rstanarm (>= 2.17.4), testthat

Discussions