describe_data_counts

Given a school ID and treatment variable, count up number of schools and
students, print out a summary of the counts of students and
schools.

Performs multilevel matches for data with cluster-
level treatments and individual-level outcomes using a network
optimization algorithm. Functions for checking balance at the
cluster and individual levels are also provided, as are methods
for permutation-inference-based outcome analysis. Details in
Pimentel et al. (2018) <doi:10.1214/17-AOAS1118>. The optmatch
package, which is useful for running many of the provided
functions, may be downloaded from Github at
<https://github.com/markmfredrickson/optmatch> if not available on
CRAN.

Samuel Pimentel

matchMulti

Optimal Multilevel Matching using a Network Algorithm

Luke Keele

Luke Miratrix

Sam Pimentel

Paul Rosenbaum

describe_data_counts function

<dl><dt>data</dt>
<dd>Dataset (student level)</dd>
<dt>school.id</dt>
<dd>String name of ID column in data (the grouping variable)</dd>
<dt>treatment</dt>
<dd>String name of the treatment variable.</dd></dl>

Arguments

Print out summary of student and school counts — describe_data_counts

<dl>

<dt>data</dt>
<dd>Dataset (student level)</dd>


<dt>school.id</dt>
<dd>String name of ID column in data (the grouping variable)</dd>


<dt>treatment</dt>
<dd>String name of the treatment variable.</dd>

</dl>

describe_data_counts: Print out summary of student and school counts

Description

Usage

Value

Arguments

See Also