Overview
I’m an econometrician working on identification and causal inference. My current focus is on robustness and sensitivity analysis.
Current Appointments & Affiliations
Associate Professor of Economics
·
2021 - Present
Economics,
Trinity College of Arts & Sciences
Recent Publications
Assessing Sensitivity to Unconfoundedness: Estimation and Inference
Journal Article Journal of Business and Economic Statistics · January 1, 2024 This article provides a set of methods for quantifying the robustness of treatment effects estimated using the unconfoundedness assumption. Specifically, we estimate and do inference on bounds for various treatment effect parameters, like the Average Treat ... Full text CiteMinimax-regret treatment rules with many treatments
Journal Article Japanese Economic Review · October 1, 2023 Statistical treatment rules map data into treatment choices. Optimal treatment rules maximize social welfare. Although some finite sample results exist, it is generally difficult to prove that a particular treatment rule is optimal. This paper develops asy ... Full text CiteChoosing exogeneity assumptions in potential outcome models
Journal Article Econometrics Journal · September 1, 2023 There are many kinds of exogeneity assumptions. How should researchers choose among them? When exogeneity is imposed on an unobservable like a potential outcome, we argue that the form of exogeneity should be chosen based on the kind of selection on unobse ... Full text CiteRecent Grants
CAREER: Sensitivity Analysis in Econometrics
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2020 - 2026View All Grants
Education, Training & Certifications
Northwestern University ·
2013
Ph.D.