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Priestorové párovanie na základe sklonu (Spatial Propensity Score Matching)×Priestorová metóda syntetickej kontroly×
OdborKauzálna inferenciaKauzálna inferencia
RodinaRegression modelRegression model
Rok vzniku2000s2003–2010s
TvorcaExtension of Rosenbaum & Rubin (1983) PSM to spatial settings; spatial adaptation developed in applied econometrics and epidemiology literature from the 2000s onwardAbadie & Gardeazabal (2003); extended to spatial settings by subsequent applied econometric work
TypQuasi-experimental matching estimatorQuasi-experimental causal inference
Pôvodný zdrojRosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41-55. DOI ↗Abadie, A., & Gardeazabal, J. (2003). The Economic Costs of Conflict: A Case Study of the Basque Country. American Economic Review, 93(1), 113-132. DOI ↗
Ďalšie názvySpatial PSM, Geospatial PSM, Spatially-adjusted propensity score matching, Geographic propensity score matchingspatial SCM, geographic synthetic control, spatial SC, spatial counterfactual control
Príbuzné66
ZhrnutieSpatial Propensity Score Matching (Spatial PSM) extends the classic propensity score matching framework to settings where units are embedded in geographic space and treatment assignment or outcomes may be spatially correlated. By incorporating spatial covariates and adjacency structure into the propensity model and matching procedure, it produces causal estimates that account for geographic confounding and spillover effects.The 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.
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ScholarGatePorovnať metódy: Spatial Propensity Score Matching · Spatial Synthetic Control Method. Získané 2026-06-17 z https://scholargate.app/sk/compare