forest_plot

The forest plot functionality in baggr is a simple interface for
calling the forestplot function. By default the forest plot
displays raw (unpooled) estimates for groups and the treatment effect
estimate underneath. This behaviour can be modified to display pooled
group estimates.

Running and comparing meta-analyses of data with hierarchical
Bayesian models in Stan, including convenience functions for formatting
data, plotting and pooling measures specific to meta-analysis. This implements many models
from Meager (2019) <doi:10.1257/app.20170299>.

Witold Wiecek

baggr

Bayesian Aggregate Treatment Effects

Rachael Meager

Brice Green

Danny Toomey

Trustees of Columbia University

forest_plot function

<dl><dt>bg</dt>
<dd>a baggr class object</dd>
<dt>show</dt>
<dd>if <code>"inputs"</code>, then plotted points and lines
correspond to raw inputs for each group;
if <code>"posterior"</code> -- to posterior distribution;
you can also plot <code>"both"</code> inputs and posteriors;
if <code>"covariates"</code>, then fixed effect coefficients are plotted</dd>
<dt>print</dt>
<dd>which values to print next to the plot: values of <code>"inputs"</code>
or <code>"posterior"</code> means?
(if <code>show="covariates"</code>, it must be <code>"posterior"</code>)</dd>
<dt>prob</dt>
<dd>width of the intervals (lines) for the plot</dd>
<dt>digits</dt>
<dd>number of digits to display when printing out mean and SD
in the plot</dd>
<dt>...</dt>
<dd>other arguments passed to forestplot</dd></dl>

Arguments

Draw a forest plot for a baggr model — forest_plot

<dl>

<dt>bg</dt>
<dd>a baggr class object</dd>


<dt>show</dt>
<dd>if <code>"inputs"</code>, then plotted points and lines
correspond to raw inputs for each group;
if <code>"posterior"</code> -- to posterior distribution;
you can also plot <code>"both"</code> inputs and posteriors;
if <code>"covariates"</code>, then fixed effect coefficients are plotted</dd>


<dt>print</dt>
<dd>which values to print next to the plot: values of <code>"inputs"</code>
or <code>"posterior"</code> means?
(if <code>show="covariates"</code>, it must be <code>"posterior"</code>)</dd>


<dt>prob</dt>
<dd>width of the intervals (lines) for the plot</dd>


<dt>digits</dt>
<dd>number of digits to display when printing out mean and SD
in the plot</dd>


<dt>...</dt>
<dd>other arguments passed to forestplot</dd>

</dl>

forest_plot: Draw a forest plot for a baggr model

Description

Usage

Arguments

See Also

Examples