estimateGF: Estimate ATE with G-Formula

In BarkleyBG/causalsandwich: Estimating Causal Effects with M-Estimation Sandwich Variance Estimator

Description

Fits a parametric model and estimates ATE via IPTW with Wald-type confidence intervals from the empirical sandwich standard error estimates.

Usage

estimateGF(data, formula, model_method = "logistic", treatment_var_name, ...)

Arguments

data	The dataframe. This will be coerced from "tbl_df" to data.frame.
formula	Two-part formula: Outcome ~ Treatment + Covariates.
model_method	Currently only supported "logistic" for logit-link binomial GLM.
treatment_var_name	The name of the treatment variable's column in 'data'
...	additional arguments, especially those passed to m_estimate or the modeling function

BarkleyBG/causalsandwich documentation built on May 28, 2019, 11:36 a.m.