เปรียบเทียบวิธี
ดูวิธีที่เลือกเทียบกันแบบเคียงข้าง แถวที่ต่างกันจะถูกเน้นไว้
| การจับคู่แบบแม่นยำที่ปรับหยาบเชิงพื้นที่ (Spatial CEM)× | Spatial Regression Discontinuity Design× | |
|---|---|---|
| สาขาวิชา | การอนุมานเชิงสาเหตุ | การอนุมานเชิงสาเหตุ |
| ตระกูล | Regression model | Regression model |
| ปีกำเนิด≠ | 2012 (CEM foundation); spatial extension in applied literature 2015-present | 2010s |
| ผู้ริเริ่ม≠ | Iacus, King & Porro (CEM foundation, 2012); extended to spatial contexts by applied spatial econometricians | Popularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015) |
| ประเภท≠ | Quasi-experimental matching estimator with spatial covariates | Quasi-experimental causal inference |
| แหล่งต้นตำรับ≠ | Iacus, S. M., King, G., & Porro, G. (2012). Causal Inference without Balance Checking: Coarsened Exact Matching. Political Analysis, 20(1), 1-24. DOI ↗ | Dell, M. (2010). The Persistent Effects of Peru's Mining Mita. Econometrica, 78(6), 1863-1903. DOI ↗ |
| ชื่อเรียกอื่น | Spatial CEM, Geographic CEM, Spatial exact matching, CEM with spatial covariates | Spatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity Design |
| ที่เกี่ยวข้อง≠ | 6 | 4 |
| สรุป≠ | Spatial Coarsened Exact Matching applies the Coarsened Exact Matching framework to study designs involving geographic units — neighbourhoods, census tracts, municipalities, or grid cells. Covariates are coarsened into discrete bins and units are matched exactly on those bins, with spatial attributes (location, adjacency, geographic characteristics) incorporated as matching dimensions to control for spatial confounding. | 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. |
| ScholarGateชุดข้อมูล ↗ |
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