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Динамичка разлика у разликама×Metoda sintetičke kontrole (SCM)×
OblastKauzalno zaključivanjeKauzalno zaključivanje
PorodicaRegression modelRegression model
Godina nastanka20212003–2010
TvoracCallaway & Sant'Anna; Sun & AbrahamAlberto Abadie & Javier Gardeazabal (2003); Abadie, Diamond & Hainmueller (2010)
TipCausal inference / quasi-experimentalQuasi-experimental causal inference
Temeljni izvorCallaway, B., & Sant'Anna, P. H. C. (2021). Difference-in-differences with multiple time periods. Journal of Econometrics, 225(2), 200-230. 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 ↗
Drugi naziviDynamic DiD, Staggered DiD, Event-time DiD, Heterogeneous-timing DiDSCM, synthetic control, synth estimator, Abadie-Diamond-Hainmueller method
Srodne44
SažetakDynamic 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.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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ScholarGateUporedite metode: Dynamic Difference-in-Differences · Synthetic Control Method. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare