bal.table.mediation: Compute the balance table for mediation object.

In twangMediation: Twang Causal Mediation Modeling via Weighting

Compute the balance table for mediation object.

Description

Compute the balance table for mediation object.

Usage

bal.table.mediation(x, digits = 3, details = FALSE, plot = FALSE, ...)

Arguments

x	A mediation object
digits	Number of digits to round to. Dafault: 3
details	logical. If TRUE covariate balance for the models used to create the inputs into the weights used in effect estimation is checked. If FALSE the additional balance is not checked.
plot	logical. If TRUE, plots of the balance for all covariates are outputted for each type of effect (NIE0, NIE1, NDE0, NDE1, TE) for each stopping method. If FALSE, no plots are returned.
...	Additional arguments.

Value

res	tables detailing covariate balance across exposure groups both before and after weighting

See Also

print.bal.table.mediation, wgtmed

Examples

data("tMdat")

## tMdat is small simulated data set included in twangMedRiation for 
## demonstrating the functions. 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 = "logistic"
                      )

bal.table.mediation(fit.es.max)

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