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Nghiên cứu sự kiện theo nhóm dữ liệu (Policy Evaluation Panel Event Study)×Thiết kế Gián đoạn Hồi quy (Regression Discontinuity Design - RDD)×
Lĩnh vựcSuy luận nhân quảSuy luận nhân quả
HọRegression modelRegression model
Năm ra đời20212008
Người khởi xướngCallaway & Sant'Anna (2021); Borusyak, Jaravel & Spiess (2024); Sun & Abraham (2021)Imbens & Lemieux (guide to practice); Cattaneo, Idrobo & Titiunik (practical introduction)
LoạiCausal inference / quasi-experimental panel designQuasi-experimental causal 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 ↗Imbens, G. W., & Lemieux, T. (2008). Regression Discontinuity Designs: A Guide to Practice. Journal of Econometrics, 142(2), 615-635. DOI ↗
Tên gọi khácpanel event study, event-study DiD, staggered event study, difference-in-differences event studyRDD, regression discontinuity design, sharp RDD, fuzzy RDD
Liên quan65
Tóm tắtA panel event study is a quasi-experimental design that traces how an outcome evolves in periods before and after a policy event, using unit and time fixed effects to identify the causal effect. Widely used in economics and policy research, it tests for anticipation effects, verifies parallel pre-trends, and estimates dynamic treatment effects across post-treatment horizons — making it the standard toolkit for rigorous policy evaluation with observational panel data.Regression Discontinuity Design is a quasi-experimental method that identifies a causal effect by locally comparing units just above and just below a cutoff on a continuous assignment (running) variable. Formalised for applied work by Imbens and Lemieux (2008) and developed as a practical framework by Cattaneo, Idrobo, and Titiunik (2020), it estimates a local average treatment effect (LATE) at the threshold.
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ScholarGateSo sánh phương pháp: Policy Evaluation Panel Event Study · Regression Discontinuity. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare