CRAN/E | shinystan

shinystan

Interactive Visual and Numerical Diagnostics and Posterior Analysis for Bayesian Models

Installation

About

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).

mc-stan.org/shinystan/
discourse.mc-stan.org
Bug report File report

Key Metrics

Version 2.6.0
R ≥ 3.1.0
Published 2022-03-03 953 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks shinystan results

Downloads

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Last 7 days 2.782 -28%
Last 30 days 12.366 +11%
Last 90 days 31.426 -11%
Last 365 days 177.529 -37%

Maintainer

Maintainer

Jonah Gabry

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

Material

NEWS
Reference manual
Package source

Additional repos

mc-stan.org/r-packages/

Vignettes

ShinyStan: Deploying to shinyapps.io
Getting Started

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

shinystan archive

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
rstan ≥ 2.17.1
stats
shinyjs ≥ 0.6.0
shinythemes ≥ 1.0.1
threejs ≥ 0.2.1
utils
xtable
xts ≥ 0.9-7

Suggests

cmdstanr ≥ 0.4.0
coda
knitr ≥ 1.9
posterior ≥1.0.0
rmarkdown ≥ 0.8.1
rsconnect ≥ 0.4.2
rstanarm ≥ 2.17.4
testthat

Reverse Imports

bpcs
brms
rstanarm

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