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Metoda Controlului Sintetic pentru Evaluarea Politicilor×Difference-in-Differences (Diff-in-Diff)×
DomeniuInferență cauzalăEconometrie
FamilieRegression modelRegression model
Anul apariției2003-20101994
Autorul originalAlberto Abadie & Javier Gardeazabal; extended by Abadie, Diamond & HainmuellerCard & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)
TipCausal inference / comparative case studyCausal inference / panel regression
Sursa seminalăAbadie, 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 ↗Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355
Denumiri alternativeSynthetic Control Method, SCM, Synthetic Control, Abadie-Diamond-Hainmueller methoddiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)
Înrudite55
RezumatThe Synthetic Control Method (SCM) is a causal inference technique for evaluating the effect of a policy or intervention on a single treated unit — such as a region, country, or firm — by constructing a weighted combination of untreated comparison units that closely mirrors the treated unit before the intervention. Introduced by Abadie and Gardeazabal (2003) and formalized by Abadie, Diamond, and Hainmueller (2010), it provides a data-driven, transparent counterfactual for comparative case studies.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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ScholarGateCompară metode: Policy Evaluation Synthetic Control Method · Difference-in-Differences. Preluat la 2026-06-17 de pe https://scholargate.app/ro/compare