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econ.EM2026
Sensitivity Analysis for the Average Treatment Effect under Discrete Unobserved Confounders
Sung Jae Jun, Federico Zincenko
We model unobserved confounding through an unknown finite number of latent types. This assumption induces finite-mixture representations of the treated and control outcome distribu…
econ.EM2020
Causal Inference under Outcome-Based Sampling with Monotonicity Assumptions
Sung Jae Jun, Sokbae Lee
We study causal inference under case-control and case-population sampling. Specifically, we focus on the binary-outcome and binary-treatment case, where the parameters of interest…
econ.EM2018
Identifying the Effect of Persuasion
Sung Jae Jun, Sokbae Lee
This paper examines a commonly used measure of persuasion whose precise interpretation has been obscure in the literature. By using the potential outcome framework, we define the c…