estimateDRIPTW: Estimate ATE with Doubly Robust IPTW.

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

estimateDRIPTW(data, outcome_formula, outcome_model_method = "logistic",
  treatment_formula, treatment_model_method = "logistic", ...)

Arguments

data	The dataframe. This will be coerced from "tbl_df" to data.frame.
outcome_formula	A two-part formula for the outcome regression.
outcome_model_method	currently only supported "logistic" for logit-link binomial GLM.
treatment_formula	A two-part formula for the treatment model.
treatment_model_method	currently only supported "logistic" for logit-link binomial GLM.
...	additional arguments, especially those passed to m_estimate or the modeling function

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