epred_draws.stan4bartFit

Typically referred to as fitted value draws on response scale, where appropriate.

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

epred_draws.stan4bartFit function

<dl><dt>object</dt>
<dd>A <code>stan4bartFit</code> object.</dd>
<dt>newdata</dt>
<dd>Data frame to generate predictions from [optional].</dd>
<dt>...</dt>
<dd>Additional arguments passed to the underlying prediction method for the type of model given.</dd>
<dt>value</dt>
<dd>The name of the output column.</dd>
<dt>re_formula</dt>
<dd>If NULL (default), include all group-level effects; if NA, include no group-level effects.</dd></dl>

Arguments

Get expected prediction draws from posterior of stan4bart-package models — epred_draws.stan4bartFit

<dl>

<dt>object</dt>
<dd>A <code>stan4bartFit</code> object.</dd>


<dt>newdata</dt>
<dd>Data frame to generate predictions from [optional].</dd>


<dt>...</dt>
<dd>Additional arguments passed to the underlying prediction method for the type of model given.</dd>


<dt>value</dt>
<dd>The name of the output column.</dd>


<dt>re_formula</dt>
<dd>If NULL (default), include all group-level effects; if NA, include no group-level effects.</dd>

</dl>

epred_draws.stan4bartFit: Get expected prediction draws from posterior of `stan4bart`-package models

Description

Usage

Arguments