launch_shinystan.brmsfit

launch_shinystan

Provide an interface to shinystan for models fitted with brms

Fit Bayesian generalized (non-)linear multivariate multilevel models
using 'Stan' for full Bayesian inference. A wide range of distributions
and link functions are supported, allowing users to fit -- among others --
linear, robust linear, count data, survival, response times, ordinal,
zero-inflated, hurdle, and even self-defined mixture models all in a
multilevel context. Further modeling options include both theory-driven and
data-driven non-linear terms, auto-correlation structures, censoring and
truncation, meta-analytic standard errors, and quite a few more.
In addition, all parameters of the response distribution can be predicted
in order to perform distributional regression. Prior specifications are
flexible and explicitly encourage users to apply prior distributions that
actually reflect their prior knowledge. Models can easily be evaluated and
compared using several methods assessing posterior or prior predictions.
References: Bürkner (2017) <doi:10.18637/jss.v080.i01>;
Bürkner (2018) <doi:10.32614/RJ-2018-017>;
Bürkner (2021) <doi:10.18637/jss.v100.i05>; Carpenter et al. (2017)
<doi:10.18637/jss.v076.i01>.

PaulChristian Buerkner

brms

Bayesian Regression Models using 'Stan'

Paul-Christian Bürkner

Jonah Gabry

Sebastian Weber

Andrew Johnson

Martin Modrak

Hamada S. Badr

Frank Weber

Mattan S. Ben-Shachar

Hayden Rabel

Simon C. Mills

Stephen Wild

launch_shinystan.brmsfit function

<dl><dt>object</dt>
<dd>A fitted model object typically of class <code>brmsfit</code>.</dd>
<dt>rstudio</dt>
<dd>Only relevant for RStudio users.
The default (<code>rstudio=FALSE</code>) is to launch the app
in the default web browser rather than RStudio's pop-up Viewer.
Users can change the default to <code>TRUE</code>
by setting the global option <code>options(shinystan.rstudio = TRUE)</code>.</dd>
<dt>...</dt>
<dd>Optional arguments to pass to <code><a href="/link/runApp?package=brms&version=2.19.0" data-mini-rdoc="brms::runApp">runApp</a></code></dd></dl>

Arguments

Interface to shinystan — launch_shinystan.brmsfit

<dl>

<dt>object</dt>
<dd>A fitted model object typically of class <code>brmsfit</code>.</dd>


<dt>rstudio</dt>
<dd>Only relevant for RStudio users.
The default (<code>rstudio=FALSE</code>) is to launch the app
in the default web browser rather than RStudio's pop-up Viewer.
Users can change the default to <code>TRUE</code>
by setting the global option <code>options(shinystan.rstudio = TRUE)</code>.</dd>


<dt>...</dt>
<dd>Optional arguments to pass to <code><a href='https://rdrr.io/pkg/shiny/man/runApp.html'>runApp</a></code></dd>

</dl>

Interface to shinystan

launch_shinystan.brmsfit: Interface to shinystan

Description

Usage

Value

Arguments

See Also

Examples