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Spatial Matching Estimator/Evidence
Method evidence record

Spatial Matching Estimator

The Spatial Matching Estimator estimates causal treatment effects by pairing each treated geographic unit with one or more similar untreated units nearby, exploiting the assumption that units close in space share similar unobserved characteristics. By restricting matches to a geographic neighbourhood or weighting by spatial proximity, the method controls for location-specific confounders that standard matching ignores.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Spatial Matching Estimator for Causal Inference
Taxonomic method record · regression-model / causal-inference
  • Abadie, A., & Imbens, G. W. (2006). Large Sample Properties of Matching Estimators for Average Treatment Effects. Econometrica, 74(1), 235-267. · DOI 10.1111/j.1468-0262.2006.00655.x
  • Matching (statistics). Wikipedia. · URL
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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketCoarsened Exact Matchingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMatching Estimatormachine-suggested · Relational suggestion, not evidence.See alsoPropensity Score Matchingmachine-suggested · Relational suggestion, not evidence.Same method familySpatial Difference-in-Differencesmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSpatial Propensity Score Matchingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSpatial Regression Discontinuity Designmachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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