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Metoda sintetičke kontrole za evaluaciju politike×Model s fiksnim učincima za panelne podatke×
PodručjeUzročno zaključivanjeEkonometrija
ObiteljRegression modelRegression model
Godina nastanka2003-20102014
TvoracAlberto Abadie & Javier Gardeazabal; extended by Abadie, Diamond & HainmuellerHsiao (textbook treatment); within transformation of panel data
VrstaCausal inference / comparative case studyPanel data regression
Temeljni izvorAbadie, 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 ↗
Drugi naziviSynthetic Control Method, SCM, Synthetic Control, Abadie-Diamond-Hainmueller methodfixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli
Srodne55
SažetakThe 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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ScholarGateUsporedite metode: Policy Evaluation Synthetic Control Method · Panel Fixed Effects. Preuzeto 2026-06-17 s https://scholargate.app/hr/compare