tidy_draws.bartcFit

Tidy access to posterior of <code>bartCause</code>-package objects

Functions for extracting tidy data from Bayesian treatment effect models, in particular BART, but extensions are possible. Functionality includes extracting tidy posterior summaries as in 'tidybayes' <https://github.com/mjskay/tidybayes>, estimating (average) treatment effects, common support calculations, and plotting useful summaries of these.

Joshua J Bon

tidytreatment

Tidy Methods for Bayesian Treatment Effect Models

tidy_draws.bartcFit function

<dl><dt>model</dt>
<dd>A <code>bartCauseFit</code> object.</dd>
<dt>type</dt>
<dd>Posterior quantity to return. See <code>bartc-generics</code>.</dd>
<dt>fitstage</dt>
<dd>If <code>is.null(type)</code>, return posterior from <code>response</code> or treatment <code>assignment</code> model.</dd>
<dt>...</dt>
<dd>Additional parameters passed up the generic method chain.</dd></dl>

Arguments

Tidy access to posterior of bartCause-package objects — tidy_draws.bartcFit

<dl>

<dt>model</dt>
<dd>A <code>bartCauseFit</code> object.</dd>


<dt>type</dt>
<dd>Posterior quantity to return. See <code>bartc-generics</code>.</dd>


<dt>fitstage</dt>
<dd>If <code>is.null(type)</code>, return posterior from <code>response</code> or treatment <code>assignment</code> model.</dd>


<dt>...</dt>
<dd>Additional parameters passed up the generic method chain.</dd>

</dl>

tidy_draws.bartcFit: Tidy access to posterior of `bartCause`-package objects

Description

Usage

Arguments