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Reka Bentuk Pecutan Regresi Spatial (Spatial RDD)×Reka Bentuk Regresi Ketaklanjaran Kabur×
BidangInferens KausalInferens Kausal
KeluargaRegression modelRegression model
Tahun asal2010s2001
PengasasPopularized by Dell (2010); formalized for geographic boundaries by Keele & Titiunik (2015)Hahn, Todd & van der Klaauw
JenisQuasi-experimental causal inferenceQuasi-experimental causal inference
Sumber perintisDell, 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 ↗
AliasSpatial RDD, Geographic RDD, Border RD Design, Geographic Discontinuity DesignFuzzy RD, Fuzzy RDD, Fuzzy RD Design, Imperfect RDD
Berkaitan45
RingkasanSpatial 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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ScholarGateBandingkan kaedah: Spatial Regression Discontinuity Design · Fuzzy Regression Discontinuity. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare