Regression modelQuasi-experimental / causal inference
空间合成控制法
空间合成控制法将经典的合成控制框架应用于处理单元和捐赠单元由地理位置定义的场景。通过构建空间上邻近或可比较的控制区域的加权组合，该方法估计了在没有干预的情况下，受处理区域会发生什么，同时明确考虑了地理溢出效应、空间自相关和单元之间的邻接性。
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来源
- 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: 10.1257/000282803321455188 ↗
- Abadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program. Journal of the American Statistical Association, 105(490), 493-505. DOI: 10.1198/jasa.2009.ap08746 ↗
如何引用本页
ScholarGate. (2026, June 3). Spatial Synthetic Control Method for Causal Inference. ScholarGate. https://scholargate.app/zh/causal-inference/spatial-synthetic-control-method
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- 双重差分法 (Diff-in-Diff)计量经济学↔ compare
- 倾向得分匹配研究统计学↔ compare
- 空间双重差分法因果推断↔ compare
- 空间中断时间序列因果推断↔ compare
- 空间回归不连续设计 (Spatial RDD)因果推断↔ compare
- 合成控制法 (SCM)因果推断↔ compare