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Пространствен метод на синтетичния контрол×Синтетичен контролен метод (SCM)×
ОбластПричинно-следствено заключениеПричинно-следствено заключение
СемействоRegression modelRegression model
Година на възникване2003–2010s2003–2010
СъздателAbadie & Gardeazabal (2003); extended to spatial settings by subsequent applied econometric workAlberto Abadie & Javier Gardeazabal (2003); Abadie, Diamond & Hainmueller (2010)
ТипQuasi-experimental causal inferenceQuasi-experimental causal inference
Основополагащ източникAbadie, 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 ↗
Други названияspatial SCM, geographic synthetic control, spatial SC, spatial counterfactual controlSCM, synthetic control, synth estimator, Abadie-Diamond-Hainmueller method
Свързани64
РезюмеThe 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.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Spatial Synthetic Control Method · Synthetic Control Method. Извлечено на 2026-06-17 от https://scholargate.app/bg/compare