12 citations · 15 across the 2 of their papers we have counts for
Showing stat.APShow all
2 papers · 1 filter
stat.AP2019★ 12 cited
Confounding and Regression Adjustment in Difference-in-Differences
Bret Zeldow, Laura A. Hatfield
Difference-in-differences (diff-in-diff) is a study design that compares outcomes of two groups (treated and comparison) at two time points (pre- and post-treatment) and is widely…
stat.AP2018
A semiparametric modeling approach using Bayesian Additive Regression Trees with an application to evaluate heterogeneous treatment effects
Bret Zeldow, Vincent Lo Re, Jason Roy
Bayesian Additive Regression Trees (BART) is a flexible machine learning algorithm capable of capturing nonlinearities between an outcome and covariates and interaction among covar…