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Balansiranje prostorne entropije×Prostorno ponderisanje inverznom verovatnoćom (Prostorno IPW)×
OblastKauzalno zaključivanjeKauzalno zaključivanje
PorodicaRegression modelRegression model
Godina nastanka2010s2010s
TvoracExtension of Hainmueller (2012) entropy balancing to spatial settings; spatial adaptations developed in geographic epidemiology and spatial econometrics literatureExtension of Rosenbaum & Rubin (1983) IPW to spatial settings; formal treatment by Papadogeorgou et al. (2019)
TipQuasi-experimental reweightingQuasi-experimental / causal inference
Temeljni izvorHainmueller, 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 ↗Hirano, K., Imbens, G. W., & Ridder, G. (2003). Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score. Econometrica, 71(4), 1161-1189. DOI ↗
Drugi nazivispatial EB, geographically-weighted entropy balancing, spatial reweightingSpatial IPW, Geographic IPW, Spatially-weighted IPW, SIPW
Srodne66
SažetakSpatial 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 Inverse Probability Weighting extends the classical IPW estimator to settings where units are geo-referenced and spatial location is a confounding dimension. By incorporating geographic coordinates or spatial proximity into the propensity score model, it reweights the observed sample so that treatment and control groups are balanced not only on measured covariates but also on spatial structure, enabling credible causal inference from spatially indexed observational data.
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ScholarGateUporedite metode: Spatial Entropy Balancing · Spatial Inverse Probability Weighting. Preuzeto 2026-06-17 sa https://scholargate.app/sr/compare