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Динамичен дизайн на събитийно проучване×Динамичен метод „разлика в разликите“×
ОбластПричинно-следствено заключениеПричинно-следствено заключение
СемействоRegression modelRegression model
Година на възникване2021 (canonical treatment); practice since 1990s)2021
СъздателSun & Abraham (2021); Callaway & Sant'Anna (2021) — building on earlier event-study traditions in finance and economicsCallaway & Sant'Anna; Sun & Abraham
ТипQuasi-experimental / causal inferenceCausal inference / quasi-experimental
Основополагащ източникSun, L., & Abraham, S. (2021). Estimating dynamic treatment effects in event studies with heterogeneous treatment effects. Journal of Econometrics, 225(2), 175-199. DOI ↗Callaway, B., & Sant'Anna, P. H. C. (2021). Difference-in-differences with multiple time periods. Journal of Econometrics, 225(2), 200-230. DOI ↗
Други названияdynamic DiD, lead-lag event study, relative-time event study, event-time regressionDynamic DiD, Staggered DiD, Event-time DiD, Heterogeneous-timing DiD
Свързани34
РезюмеThe dynamic event study design extends the standard difference-in-differences framework by estimating treatment effects at each period before and after the event, rather than collapsing everything into a single post-treatment coefficient. By plotting lead and lag coefficients against relative event time, researchers can simultaneously test for pre-existing trends and trace how the causal effect evolves over multiple post-treatment periods.Dynamic Difference-in-Differences extends the classic DiD framework to settings where units adopt treatment at different times. Rather than collapsing all variation into a single 2x2 comparison, it estimates group-time average treatment effects for each adoption cohort at each calendar period, then aggregates them into interpretable summaries of the causal effect over event time.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Dynamic Event Study Design · Dynamic Difference-in-Differences. Извлечено на 2026-06-15 от https://scholargate.app/bg/compare