ScholarGate
Assistente

Comparar métodos

Examine os métodos selecionados lado a lado; as linhas que diferem ficam destacadas.

Pareamento Espacial por Escore de Propensão×Método de Controle Sintético Espacial×
ÁreaInferência causalInferência causal
FamíliaRegression modelRegression model
Ano de origem2000s2003–2010s
Autor originalExtension 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
TipoQuasi-experimental matching estimatorQuasi-experimental causal inference
Fonte seminalRosenbaum, 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 ↗
Outros nomesSpatial PSM, Geospatial PSM, Spatially-adjusted propensity score matching, Geographic propensity score matchingspatial SCM, geographic synthetic control, spatial SC, spatial counterfactual control
Relacionados66
ResumoSpatial 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.
ScholarGateConjunto de dados
  1. v1
  2. 2 Fontes
  3. PUBLISHED
  1. v1
  2. 2 Fontes
  3. PUBLISHED

Ir para a pesquisa Baixar slides

ScholarGateComparar métodos: Spatial Propensity Score Matching · Spatial Synthetic Control Method. Recuperado em 2026-06-17 de https://scholargate.app/pt/compare