swapTxCtrl

Call this in the <code>wgtmed()</code> function and the <code>bal.table.mediation()</code> function.

Provides functions for estimating natural direct and indirect effects for mediation analysis. It uses weighting where the weights are functions of estimates of the probability of exposure or treatment assignment (Hong, G (2010). <https://cepa.stanford.edu/sites/default/files/workshops/GH_JSM%20Proceedings%202010.pdf> Huber, M. (2014). <doi:10.1002/jae.2341>). Estimation of probabilities can use generalized boosting or logistic regression. Additional functions provide diagnostics of the model fit and weights. The vignette provides details and examples.

Dan McCaffrey

twangMediation

Twang Causal Mediation Modeling via Weighting

Katherine Castellano

Donna Coffman

Brian Vegetabile

Megan Schuler

Haoyu Zhou

swapTxCtrl function

<dl><dt>dd</dt>
<dd>numeric
An element of a desc object from a ps or dx.wts object</dd></dl>

Arguments

Auxiliary function to swap treatment and control in one element of a desc
object from a ps object or dx.wts object — swapTxCtrl

<dl>

<dt>dd</dt>
<dd>numeric
An element of a desc object from a ps or dx.wts object</dd>

</dl>

swapTxCtrl: Auxiliary function to swap treatment and control in one element of a desc object from a ps object or dx.wts object

Description

Usage

Value

Arguments

See Also