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다기간 사건 연구 설계×패널 이벤트 스터디×
분야인과추론인과추론
계열Regression modelRegression model
기원 연도19931990s–2020s (modern panel formulation)
창시자Jacobson, LaLonde & Sullivan (1993); seminal methodological treatment by Sun & Abraham (2021)Formalized by Freyaldenhoven, Hansen, Perez-Orive & Shapiro (2021); widely applied in finance (Fama et al. 1969) and policy evaluation
유형Quasi-experimental causal inferenceQuasi-experimental / causal panel design
원전Jacobson, L. S., LaLonde, R. J., & Sullivan, D. G. (1993). Earnings losses of displaced workers. American Economic Review, 83(4), 888-909. link ↗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 ↗
별칭multi-period event study, dynamic event study, relative-time event study, leads-and-lags designevent-study regression, dynamic DiD, relative-time regression, distributed-lag panel model
관련34
요약The multi-period event study design estimates causal treatment effects at each point in time relative to the treatment onset, using panel data with multiple pre- and post-treatment periods. By plotting the full path of treatment coefficients rather than a single average, it reveals how effects build up, fade, or remain stable over time — and allows formal tests of pre-treatment parallel trends across many periods simultaneously.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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