3 papers
econ.EM2025
Inference on the Distribution of Individual Treatment Effects in Nonseparable Triangular Models
Jun Ma, Vadim Marmer, Zhengfei Yu
In this paper, we develop inference methods for the distribution of heterogeneous individual treatment effects (ITEs) in the nonseparable triangular model with a binary endogenous…
econ.EM2025
Double Robust Bayesian Inference on Average Treatment Effects
Christoph Breunig, Ruixuan Liu, Zhengfei Yu
We propose a double robust Bayesian inference procedure on the average treatment effect (ATE) under unconfoundedness. For our new Bayesian approach, we first adjust the prior distr…
econ.EM2024
Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs
Jun Ma, Zhengfei Yu
This paper proposes a versatile covariate adjustment method that directly incorporates covariate balance in regression discontinuity (RD) designs. The new empirical entropy balanci…