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econ.EM2025
Making Event Study Plots Honest: A Functional Data Approach to Causal Inference
Chencheng Fang, Dominik Liebl
Event study plots are the centerpiece of Difference-in-Differences (DiD) analysis, but current plotting methods cannot provide honest causal inference when the parallel trends and/…
econ.EM2021
A Wavelet Method for Panel Models with Jump Discontinuities in the Parameters
Oualid Bada, Alois Kneip, Dominik Liebl +3
While a substantial literature on structural break change point analysis exists for univariate time series, research on large panel data models has not been as extensive. In this p…