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Metoda de Control Sintetic Spațial×Metoda Controlului Sintetic (MCS)×
DomeniuInferență cauzalăInferență cauzală
FamilieRegression modelRegression model
Anul apariției2003–2010s2003–2010
Autorul originalAbadie & Gardeazabal (2003); extended to spatial settings by subsequent applied econometric workAlberto Abadie & Javier Gardeazabal (2003); Abadie, Diamond & Hainmueller (2010)
TipQuasi-experimental causal inferenceQuasi-experimental causal inference
Sursa seminalăAbadie, A., & Gardeazabal, J. (2003). The Economic Costs of Conflict: A Case Study of the Basque Country. American Economic Review, 93(1), 113-132. 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 ↗
Denumiri alternativespatial SCM, geographic synthetic control, spatial SC, spatial counterfactual controlSCM, synthetic control, synth estimator, Abadie-Diamond-Hainmueller method
Înrudite64
RezumatThe Spatial Synthetic Control Method adapts the classic synthetic control framework to settings where treated and donor units are defined by geographic location. By constructing a weighted combination of spatially proximate or comparable control regions, the method estimates what would have happened to a treated area absent the intervention, while explicitly accounting for geographic spillovers, spatial autocorrelation, and contiguity among units.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.
ScholarGateSet de date
  1. v1
  2. 2 Surse
  3. PUBLISHED
  1. v1
  2. 2 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Spatial Synthetic Control Method · Synthetic Control Method. Preluat la 2026-06-17 de pe https://scholargate.app/ro/compare