plotDiag.tmatch

A set of functions to estimate the controlled direct effect of treatment fixing a potential mediator to a specific value. Implements the sequential g-estimation estimator described in Vansteelandt (2009) <doi:10.1097/EDE.0b013e3181b6f4c9> and Acharya, Blackwell, and Sen (2016) <doi:10.1017/S0003055416000216> and the telescope matching estimator described in Blackwell and Strezhnev (2020) <doi:10.1111/rssa.12759>.

Matthew Blackwell

DirectEffects

Estimating Controlled Direct Effects for Explaining Causal
Findings

Avidit Acharya

Maya Sen

Shiro Kuriwaki

Jacob Brown

Anton Strezhnev

plotDiag.tmatch function

<dl><dt>object</dt>
<dd>an object of class <code>tmatch</code> -- results from a
call to <code>telescope_match</code></dd>
<dt>stage</dt>
<dd>a character vector equal to the name of one treatment
from the `object`.</dd></dl>

Arguments

Histograms of matching weights — plotDiag.tmatch

<dl>

<dt>object</dt>
<dd>an object of class <code>tmatch</code> -- results from a
call to <code>telescope_match</code></dd>


<dt>stage</dt>
<dd>a character vector equal to the name of one treatment
from the `object`.</dd>

</dl>

Histograms of matching weights

plotDiag.tmatch: Histograms of matching weights

Description

Usage

Value

Arguments

Details