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Penyeimbangan Entropi Spatial×Pemadanan Skor Kecenderungan Ruang×
BidangInferens KausalInferens Kausal
KeluargaRegression modelRegression model
Tahun asal2010s2000s
PengasasExtension 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
JenisQuasi-experimental reweightingQuasi-experimental matching estimator
Sumber perintisHainmueller, 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 ↗
Aliasspatial EB, geographically-weighted entropy balancing, spatial reweightingSpatial PSM, Geospatial PSM, Spatially-adjusted propensity score matching, Geographic propensity score matching
Berkaitan66
RingkasanSpatial 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.
ScholarGateSet data
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ScholarGateBandingkan kaedah: Spatial Entropy Balancing · Spatial Propensity Score Matching. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare