MRPWorkflow-method-estimate_plot

estimate_plot

The <code>$estimate_plot()</code> method creates plots showing overall MRP estimates or
estimates for different demographic groups. Check out the
<a href="https://mrp-interface.github.io/shinymrp/articles/example#estimate_plot">More examples of R6 classes</a>
vignette for usage examples.

Dual interfaces, graphical and programmatic, designed for
intuitive applications of Multilevel Regression and Poststratification (MRP).
Users can apply the method to a variety of datasets, from electronic health records
to sample survey data, through an end-to-end Bayesian data analysis workflow.
The package provides robust tools for data cleaning, exploratory analysis,
flexible model building, and insightful result visualization. For more details, see
Si et al. (2020) <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2020002/article/00003-eng.pdf?st=iF1_Fbrh>
and Si (2025) <doi:10.1214/24-STS932>.

Toan Tran

shinymrp

Interface for Multilevel Regression and Poststratification

Jonah Gabry

Yajuan Si

MRPWorkflow-method-estimate_plot function

<dl><dt>model</dt>
<dd>Fitted MRPModel object</dd>
<dt>group</dt>
<dd>Character string specifying the demographic group.
If left as <code>NULL</code>, overall estimates are plotted.</dd>
<dt>interval</dt>
<dd>Confidence interval (a numeric value between 0 and 1) or
standard deviation (<code>"1sd"</code> or <code>"2sd"</code>) for the estimates (default is 0.95).</dd>
<dt>show_caption</dt>
<dd>Logical indicating whether to show the caption in the plot (default is TRUE).</dd>
<dt>file</dt>
<dd>Optional file path to save the plot.</dd>
<dt>...</dt>
<dd>Additional arguments passed to <code><a href="https://ggplot2.tidyverse.org/reference/ggsave.html">ggsave</a></code>, such as <code>width</code> and <code>height</code>.</dd></dl>

Arguments

The <code>$estimate_plot()</code> method creates plots showing overall MRP estimates or
estimates for different demographic groups. Check out the
<a href='https://mrp-interface.github.io/shinymrp/articles/example#estimate_plot'>More examples of R6 classes</a>
vignette for usage examples.

Visualize estimates for demographic groups — MRPWorkflow-method-estimate_plot

<dl>

<dt>model</dt>
<dd>Fitted MRPModel object</dd>


<dt>group</dt>
<dd>Character string specifying the demographic group.
If left as <code>NULL</code>, overall estimates are plotted.</dd>


<dt>interval</dt>
<dd>Confidence interval (a numeric value between 0 and 1) or
standard deviation (<code>"1sd"</code> or <code>"2sd"</code>) for the estimates (default is 0.95).</dd>


<dt>show_caption</dt>
<dd>Logical indicating whether to show the caption in the plot (default is TRUE).</dd>


<dt>file</dt>
<dd>Optional file path to save the plot.</dd>


<dt>...</dt>
<dd>Additional arguments passed to <code><a href='https://ggplot2.tidyverse.org/reference/ggsave.html'>ggsave</a></code>, such as <code>width</code> and <code>height</code>.</dd>

</dl>

MRPWorkflow-method-estimate_plot: Visualize estimates for demographic groups

Description

Usage

Value

Arguments