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Metoda Kontroli Syntetycznej do Oceny Polityki×Model efektów stałych dla danych panelowych×
DziedzinaWnioskowanie przyczynoweEkonometria
RodzinaRegression modelRegression model
Rok powstania2003-20102014
TwórcaAlberto Abadie & Javier Gardeazabal; extended by Abadie, Diamond & HainmuellerHsiao (textbook treatment); within transformation of panel data
TypCausal inference / comparative case studyPanel data regression
Źródło pierwotneAbadie, 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 ↗Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗
Inne nazwySynthetic Control Method, SCM, Synthetic Control, Abadie-Diamond-Hainmueller methodfixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli
Pokrewne55
PodsumowanieThe 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.The Panel Data Fixed Effects model estimates relationships from panel data (the same units observed over several time periods) while controlling for unit- and/or time-specific effects, supporting causal inference. It is developed as the within estimator in standard treatments such as Hsiao's Analysis of Panel Data (2014).
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ScholarGatePorównaj metody: Policy Evaluation Synthetic Control Method · Panel Fixed Effects. Pobrano 2026-06-17 z https://scholargate.app/pl/compare