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Nghiên cứu sự kiện bảng động×Nghiên cứu sự kiện bảng×
Lĩnh vựcSuy luận nhân quảSuy luận nhân quả
HọRegression modelRegression model
Năm ra đời20211990s–2020s (modern panel formulation)
Người khởi xướngSun & Abraham (2021); Callaway & Sant'Anna (2021)Formalized by Freyaldenhoven, Hansen, Perez-Orive & Shapiro (2021); widely applied in finance (Fama et al. 1969) and policy evaluation
LoạiQuasi-experimental / causal inferenceQuasi-experimental / causal panel design
Công trình gốcCallaway, B., & Sant'Anna, P. H. C. (2021). Difference-in-Differences with multiple time periods. Journal of Econometrics, 225(2), 200-230. DOI ↗Freyaldenhoven, S., Hansen, C., Perez-Orive, J., & Shapiro, J. M. (2021). Visualization, Identification, and Estimation in the Linear Panel Event-Study Design. NBER Working Paper 29170. National Bureau of Economic Research. link ↗
Tên gọi khácdynamic event study, panel event-study regression, leads-and-lags event study, event-time panel designevent-study regression, dynamic DiD, relative-time regression, distributed-lag panel model
Liên quan44
Tóm tắtThe dynamic panel event study is a quasi-experimental method that uses panel data to trace out how a treatment effect evolves over time — before and after a defining event — by estimating a flexible regression of leads and lags around the treatment date. It simultaneously tests for pre-existing parallel trends and maps the full dynamic profile of causal impact across multiple post-event periods.A panel event study estimates the dynamic causal effect of a treatment or policy by regressing an outcome on a full set of relative-time indicators — one for each period before and after the event — while controlling for unit and time fixed effects. The resulting coefficient plot shows how the treated units diverged from untreated units at each point in calendar time relative to their treatment date, making both pre-treatment trend violations and post-treatment effect trajectories immediately visible.
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ScholarGateSo sánh phương pháp: Dynamic Panel Event Study · Panel Event Study. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare