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Thiết kế Nghiên cứu Sự kiện Động×Phương pháp Sai phân kép (Difference-in-Differences - DiD)×
Lĩnh vựcSuy luận nhân quảKinh tế lượng
HọRegression modelRegression model
Năm ra đời2021 (canonical treatment); practice since 1990s)1994
Người khởi xướngSun & Abraham (2021); Callaway & Sant'Anna (2021) — building on earlier event-study traditions in finance and economicsCard & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)
LoạiQuasi-experimental / causal inferenceCausal inference / panel regression
Công trình gốcSun, L., & Abraham, S. (2021). Estimating dynamic treatment effects in event studies with heterogeneous treatment effects. Journal of Econometrics, 225(2), 175-199. DOI ↗Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355
Tên gọi khácdynamic DiD, lead-lag event study, relative-time event study, event-time regressiondiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)
Liên quan35
Tóm tắtThe 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.Difference-in-Differences is a causal-inference method that estimates the effect of an intervention by comparing how a treatment group and a control group change over time. Made famous by Card and Krueger's 1994 minimum-wage study and developed in Angrist and Pischke's Mostly Harmless Econometrics, it isolates the treatment effect as the difference between the two groups' before-after changes.
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ScholarGateSo sánh phương pháp: Dynamic Event Study Design · Difference-in-Differences. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare