causal inference 1confidence bands 1difference-in-differences 1event study 1functional data analysis 1hypothesis testing 1
From the 1 of 2 linked papers with an AI index.
2 papers
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…
stat.ME2026
Testing the Missing Completely at Random Assumption for Functional Data
Maximilian Ofner, Siegfried Hörmann, David Kraus +1
We consider functional data which have only been observed on a subset of their domain. This paper aims to develop statistical tests to determine whether the function and the domain…