variance_draws

Models from <code>BART</code>-package include warm-up and skipped MCMC draws.

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

variance_draws function

<dl><dt>model</dt>
<dd>A model from a supported package.</dd>
<dt>value</dt>
<dd>The name of the output column for variance parameter; default <code>".sigma_sq"</code>.</dd>
<dt>...</dt>
<dd>Additional arguments.</dd></dl>

Arguments

Get variance draws from posterior of BART models — variance_draws

<dl>

<dt>model</dt>
<dd>A model from a supported package.</dd>


<dt>value</dt>
<dd>The name of the output column for variance parameter; default <code>".sigma_sq"</code>.</dd>


<dt>...</dt>
<dd>Additional arguments.</dd>

</dl>

variance_draws: Get variance draws from posterior of BART models

Description

Usage

Value

Arguments