tidy_ate: Get average treatment effect draws from posterior

In tidytreatment: Tidy Methods for Bayesian Treatment Effect Models

Get average treatment effect draws from posterior

Description

ATE = Average Treatment Effects Assumes treated column is either a integer column of 1's (treated) and 0's (nontreated) or logical indicating treatment if TRUE.

Usage

tidy_ate(model, treatment, common_support_method, cutoff, ...)

Arguments

model	A supported Bayesian model fit that can provide fits and predictions.
treatment	A character string specifying the name of the treatment variable.
common_support_method	Either "sd", or "chisq". Default is unspecified, and no common support calculation is done.
cutoff	Cutoff for common support (if in use).
...	Arguments to be passed to tidybayes::fitted_draws typically scale for BART models.

Value

A tidy data frame (tibble) with treatment effect values.

tidytreatment documentation built on March 18, 2022, 6:30 p.m.