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Rumlig entropibalancering×Spatial Propensity Score Matching×
FagområdeKausal inferensKausal inferens
FamilieRegression modelRegression model
Oprindelsesår2010s2000s
OphavspersonExtension of Hainmueller (2012) entropy balancing to spatial settings; spatial adaptations developed in geographic epidemiology and spatial econometrics literatureExtension of Rosenbaum & Rubin (1983) PSM to spatial settings; spatial adaptation developed in applied econometrics and epidemiology literature from the 2000s onward
TypeQuasi-experimental reweightingQuasi-experimental matching estimator
Oprindelig kildeHainmueller, J. (2012). Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies. Political Analysis, 20(1), 25-46. DOI ↗Rosenbaum, 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 ↗
Aliasserspatial EB, geographically-weighted entropy balancing, spatial reweightingSpatial PSM, Geospatial PSM, Spatially-adjusted propensity score matching, Geographic propensity score matching
Relaterede66
ResuméSpatial entropy balancing extends standard entropy balancing to observational settings where units are embedded in geographic space, incorporating spatial structure into the reweighting process so that balance is achieved while respecting spatial proximity, clustering, or spillover dependencies between units.Spatial 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.
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ScholarGateSammenlign metoder: Spatial Entropy Balancing · Spatial Propensity Score Matching. Hentet 2026-06-17 fra https://scholargate.app/da/compare