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Kaedah Kawalan Sintetik Spatial×Reka Bentuk Pecutan Regresi Spatial (Spatial RDD)×
BidangInferens KausalInferens Kausal
KeluargaRegression modelRegression model
Tahun asal2003–2010s2010s
PengasasAbadie & Gardeazabal (2003); extended to spatial settings by subsequent applied econometric workPopularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015)
JenisQuasi-experimental causal inferenceQuasi-experimental causal inference
Sumber perintisAbadie, A., & Gardeazabal, J. (2003). The Economic Costs of Conflict: A Case Study of the Basque Country. American Economic Review, 93(1), 113-132. DOI ↗Dell, M. (2010). The Persistent Effects of Peru's Mining Mita. Econometrica, 78(6), 1863-1903. DOI ↗
Aliasspatial SCM, geographic synthetic control, spatial SC, spatial counterfactual controlSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity Design
Berkaitan64
RingkasanThe 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.Spatial Regression Discontinuity Design uses a geographic or administrative boundary as the threshold that assigns units to treatment. Observations just inside one side of the boundary are compared with those just outside it, exploiting the near-random variation in treatment status near the cutoff to recover a local causal effect. The approach is widely used in economics, political science, and public health when policies or institutions change sharply at a border.
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ScholarGateBandingkan kaedah: Spatial Synthetic Control Method · Spatial Regression Discontinuity Design. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare