MARMoT_data

<p>An example dataset where our treatment is the hospital structure.</p>

datasets

It contains the function to apply MARMoT balancing technique discussed in: Silan, Boccuzzo, Arpino (2021) <DOI:10.1002/sim.9192>, Silan, Belloni, Boccuzzo, (2023) <DOI:10.1007/s10260-023-00695-0>;
furthermore it contains a function for computing the Deloof's approximation of the average rank
(and also a parallelized version) and a function to compute the Absolute Standardized Bias.

Alberto Calore

MARMoT

Matching on Poset-Based Average Rank for Multiple Treatments
(MARMoT)

Pietro Belloni

Margherita Silan

MARMoT_data function


<div class="section" id="marmot-data">
<h3><code>MARMoT_data</code></h3><p></p><p>
</p><p>A data frame with 8450 rows and 3 columns:</p><dl>
<dt>hospital</dt>
<dd><p>our treatment</p></dd><p></p><p><dt>race, age</dt>
<dd><p>our confounders</p></dd></p><p>
</p></dl><p></p><p></p></div>


Format

Data to showcase MARMoT and ASB functions — MARMoT_data


<div class='section' id='marmot-data'>
<h3><code>MARMoT_data</code></h3>


<p>A data frame with 8450 rows and 3 columns:</p><dl>
<dt>hospital</dt>
<dd><p>our treatment</p></dd>

<dt>race, age</dt>
<dd><p>our confounders</p></dd>


</dl>

</div>


MARMoT_data: Data to showcase MARMoT and ASB functions

Description

Usage

Arguments

Format

`MARMoT_data`