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Thiết kế Gián đoạn Hồi quy Không gian (Spatial RDD)×Thiết kế gián đoạn hồi quy mờ×
Lĩnh vựcSuy luận nhân quảSuy luận nhân quả
HọRegression modelRegression model
Năm ra đời2010s2001
Người khởi xướngPopularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015)Hahn, Todd & van der Klaauw
LoạiQuasi-experimental causal inferenceQuasi-experimental causal inference
Công trình gốcDell, M. (2010). The Persistent Effects of Peru's Mining Mita. Econometrica, 78(6), 1863-1903. DOI ↗Hahn, J., Todd, P., & van der Klaauw, W. (2001). Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design. Review of Economic Studies, 68(1), 201-209. DOI ↗
Tên gọi khácSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity DesignFuzzy RD, Fuzzy RDD, Fuzzy RD Design, Imperfect RDD
Liên quan45
Tóm tắtSpatial 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.Fuzzy Regression Discontinuity Design (Fuzzy RDD) estimates causal effects when eligibility for a treatment is determined by a threshold on a running variable but actual take-up of that treatment is imperfect — some eligible units do not receive treatment and some ineligible units do. The cutoff acts as an instrument, and the estimand is a Local Average Treatment Effect (LATE) for compliers near the threshold.
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ScholarGateSo sánh phương pháp: Spatial Regression Discontinuity Design · Fuzzy Regression Discontinuity. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare