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Phương pháp Kiểm soát Tổng hợp Động×Phương pháp Kiểm soát Tổng hợp (SCM)×
Lĩnh vựcSuy luận nhân quảSuy luận nhân quả
HọRegression modelRegression model
Năm ra đời20102003–2010
Người khởi xướngAbadie, Diamond & Hainmueller (2010); dynamic extensions by Abadie (2021) and othersAlberto Abadie & Javier Gardeazabal (2003); Abadie, Diamond & Hainmueller (2010)
LoạiComparative case study / counterfactual estimationQuasi-experimental causal inference
Công trình gốcAbadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program. Journal of the American Statistical Association, 105(490), 493-505. DOI ↗Abadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program. Journal of the American Statistical Association, 105(490), 493-505. DOI ↗
Tên gọi khácDynamic SCM, Time-varying synthetic control, Multi-period synthetic control, DSCSCM, synthetic control, synth estimator, Abadie-Diamond-Hainmueller method
Liên quan54
Tóm tắtThe Dynamic Synthetic Control Method extends the classic synthetic control framework to evaluate treatments that unfold over multiple periods or change in intensity over time. It constructs a weighted combination of untreated units that matches the treated unit in pre-treatment outcomes, then traces the full time path of treatment effects period by period after the intervention — capturing not just an average effect but how the effect evolves dynamically.The Synthetic Control Method estimates the causal effect of a treatment or policy on a single treated unit by constructing a weighted combination of untreated units — the synthetic control — that closely resembles the treated unit before the intervention. The gap between the treated unit and its synthetic counterpart after the intervention is the estimated treatment effect.
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ScholarGateSo sánh phương pháp: Dynamic Synthetic Control Method · Synthetic Control Method. Truy cập ngày 2026-06-17 từ https://scholargate.app/vi/compare