3 papers
econ.EM2026
Difference-in-Differences with Sample Selection
Gayani Rathnayake, Akanksha Negi, Otavio Bartalotti +1
We consider the identification of average treatment effects on the treated (ATT) in difference-in-differences (DiD) settings in the presence of endogenous sample selection. We firs…
econ.EM2024
Partial Identification of Distributional Treatment Effects in Panel Data using Copula Equality Assumptions
Heshani Madigasekara, D. S. Poskitt, Lina Zhang +1
This paper aims to partially identify the distributional treatment effects (DTEs) that depend on the unknown joint distribution of treated and untreated potential outcomes. We cons…
econ.EM2024
Partially Identified Heterogeneous Treatment Effect with Selection: An Application to Gender Gaps
Xiaolin Sun, Xueyan Zhao, D. S. Poskitt
This paper addresses the sample selection model within the context of the gender gap problem, where even random treatment assignment is affected by selection bias. By offering a ro…