MRPWorkflow-method-outcome_map

outcome_map

The <code>$outcome_map()</code> method creates maps showing the average outcome values
by geography for cross-sectional data, or the highest/lowest temporal average for time-varying data.
The sample and poststratification data must contain geographic information for this method to work.
Check out the <a href="https://mrp-interface.github.io/shinymrp/articles/example#outcome_map">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-outcome_map function

<dl><dt>summary_type</dt>
<dd>Character string, for time-varying data, indicating whether to display the
highest (<code>"max"</code>) or lowest (<code>"min"</code>) temporal average. Leave as <code>NULL</code> for cross-sectional data.</dd>
<dt>file</dt>
<dd>Optional file path with .html extension to save the interactive map.
Expand the hamburger menu in the top right corner of the map to access other export options.</dd></dl>

Arguments

The <code>$outcome_map()</code> method creates maps showing the average outcome values
by geography for cross-sectional data, or the highest/lowest temporal average for time-varying data.
The sample and poststratification data must contain geographic information for this method to work.
Check out the <a href='https://mrp-interface.github.io/shinymrp/articles/example#outcome_map'>More examples of R6 classes</a>
vignette for usage examples.

Visualize raw outcome measure by geography — MRPWorkflow-method-outcome_map

<dl>

<dt>summary_type</dt>
<dd>Character string, for time-varying data, indicating whether to display the
highest (<code>"max"</code>) or lowest (<code>"min"</code>) temporal average. Leave as <code>NULL</code> for cross-sectional data.</dd>


<dt>file</dt>
<dd>Optional file path with .html extension to save the interactive map.
Expand the hamburger menu in the top right corner of the map to access other export options.</dd>

</dl>

MRPWorkflow-method-outcome_map: Visualize raw outcome measure by geography

Description

Usage

Value

Arguments