pe_func

Calculates Hodges-Lehmann point estimate for treatment effect.

internal

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

pe_func function

<dl><dt>beta</dt>
<dd>Point estimate value</dd>
<dt>obj</dt>
<dd>A multiMatch object</dd>
<dt>out.name</dt>
<dd>Name of outcome covariate</dd>
<dt>schl_id_name</dt>
<dd>Name of school (group) identifier</dd>
<dt>treat.name</dt>
<dd>Name of treatment indicator</dd></dl>

Arguments

Luke Keele, Penn State University, <a href="/link/ljk20%40psu.edu?package=matchMulti&version=1.1.12.1" data-mini-rdoc="matchMulti::ljk20@psu.edu">ljk20@psu.edu</a>
Sam Pimentel, University of California, Berkeley, <a href="/link/spi%40berkeley.edu?package=matchMulti&version=1.1.12.1" data-mini-rdoc="matchMulti::spi@berkeley.edu">spi@berkeley.edu</a>

Author

Outcome analysis. — pe_func

<dl>

<dt>beta</dt>
<dd>Point estimate value</dd>


<dt>obj</dt>
<dd>A multiMatch object</dd>


<dt>out.name</dt>
<dd>Name of outcome covariate</dd>


<dt>schl_id_name</dt>
<dd>Name of school (group) identifier</dd>


<dt>treat.name</dt>
<dd>Name of treatment indicator</dd>

</dl>

Luke Keele, Penn State University, <a href='mailto:ljk20@psu.edu'>ljk20@psu.edu</a>
Sam Pimentel, University of California, Berkeley, <a href='mailto:spi@berkeley.edu'>spi@berkeley.edu</a>

pe_func: Outcome analysis.

Description

Usage

Value

Arguments

Author

References