3 papers
econ.EM2025
Robust Counterfactuals in Centralized Schools Choice Systems: Addressing Gender Inequality in STEM Education
Lixiong Li, Ismaël Mourifié
Counterfactual analysis is central to education market design and provides a foundation for credible policy recommendations. We develop a novel methodology for counterfactual analy…
econ.EM2024
Horowitz-Manski-Lee Bounds with Multilayered Sample Selection
Kory Kroft, Ismael Mourifié, Atom Vayalinkal
This paper investigates the causal effect of job training on wage rates in the presence of firm heterogeneity. When training affects the sorting of workers to firms, sample selecti…
econ.EM2024
A Sharp Test for the Judge Leniency Design
Mohamed Coulibaly, Yu-Chin Hsu, Ismael Mourifié +1
We propose sharp testable implications and tests to jointly assess the random assignment, exclusion, and monotonicity assumptions in judge leniency designs. Our procedures accommod…