works on
causal inference 1confidence bands 1difference-in-differences 1event study 1functional data analysis 1hypothesis testing 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

econ.EM2026

Making Event Study Plots Honest: A Functional Data Approach to Causal Inference

Chencheng Fang, Dominik Liebl

The paper proposes a functional data method for Difference-in-Differences that turns event‑study plots into rigorous causal‑inference tools by providing simultaneous confidence ban…