summary.mediation: Displays a useful description of a 'mediation' object.

In twangMediation: Twang Causal Mediation Modeling via Weighting

Displays a useful description of a mediation object.

Description

Displays a useful description of a mediation object.

Usage

## S3 method for class 'mediation'
summary(object, ...)

Arguments

object	A mediation object
...	Additional arguments.

Value

ps_tables	Table of observations' propensity scores
mediator_distribution_check	balance tables for NIE_1 and NIE_0

See Also

wgtmed

Examples

data("tMdat")

## tMdat is small simulated data set included in twangMediation for 
## demonstrating the functions. See ?tMdat for details

## The tMdat data contains the following variables
## See ?tMdat for details

fit.es.max <- wgtmed(M ~ w1 + w2 + w3,
                      data = tMdat,
                      a_treatment = "A",
                      y_outcome = "Y",
                      total_effect_wts = tMdat$te.wgt,
                      method = "ps",
                      ps_n.trees=1500,
                      ps_shrinkage=0.01,
                      ps_stop.method=c("es.max")
                      )

summary(fit.es.max)

twangMediation documentation built on Aug. 16, 2022, 5:05 p.m.