shinystan-class

shinystan

See <code><a rd-options="" href="/link/as.shinystan?package=shinystan&version=2.6.0" data-mini-rdoc="shinystan::as.shinystan">as.shinystan</a></code> for documentation on creating 
 <code>shinystan</code> objects and <code><a rd-options="" href="/link/eight_schools?package=shinystan&version=2.6.0" data-mini-rdoc="shinystan::eight_schools">eight_schools</a></code> for an example
 object.

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).

Jonah Gabry

Interactive Visual and Numerical Diagnostics and Posterior
Analysis for Bayesian Models

Duco Veen

 Stan Development Team

Michael Andreae

Michael Betancourt

Bob Carpenter

Yuanjun Gao

Andrew Gelman

Ben Goodrich

Daniel Lee

Dongying Song

Rob Trangucci

shinystan-class function

<dl class="dl-horizontal">
<dt><code>model_name</code></dt><dd>(<code>"character"</code>) Model name.</dd></dl><dt><code>param_names</code></dt><dd>(<code>"character"</code>) Parameter names.</dd><dt><code>param_dims</code></dt><dd>(<code>"list"</code>) Parameter dimensions.</dd><dt><code>posterior_sample</code></dt><dd>(<code>"array"</code>) MCMC sample.</dd><dt><code>summary</code></dt><dd>(<code>"matrix"</code>) Summary stats for <code>posterior_sample</code>.</dd><dt><code>sampler_params</code></dt><dd>(<code>"list"</code>) Sampler parameters (for certain Stan
models only).</dd><dt><code>n_chain</code></dt><dd>(<code>"integer"</code>) Number of chains.</dd><dt><code>n_iter</code></dt><dd>(<code>"integer"</code>) Number of iterations per chain.</dd><dt><code>n_warmup</code></dt><dd>(<code>"integer"</code>) Number of warmup iterations per chain.</dd><dt><code>user_model_info</code></dt><dd>(<code>"character"</code>) Notes to display on the
Notepad page in the 'ShinyStan' GUI.</dd><dt><code>model_code</code></dt><dd>(<code>"character"</code>) Model code to display on the
Model Code page in the 'ShinyStan' GUI.</dd><dt><code>misc</code></dt><dd>(<code>"list"</code>) Miscellaneous, for internal use.</dd>

Slots

See <code><a rd-options='' href='as.shinystan'>as.shinystan</a></code> for documentation on creating 
 <code>shinystan</code> objects and <code><a rd-options='' href='eight_schools'>eight_schools</a></code> for an example
 object.

S4 <code>shinystan</code> objects — shinystan-class

S4 <code>shinystan</code> objects

shinystan-class: S4 `shinystan` objects

Description

Arguments

Slots

References

See Also