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Spatial Fuzzy Regression Discontinuity Design×Instrumentalvariabel (IV) Metoden til Kausal Inferens×
FagområdeKausal inferensSundhedsøkonomi
FamilieRegression modelProcess / pipeline
Oprindelsesår20151990s (modern applications)
OphavspersonKeele & Titiunik (2015); fuzzy extension of geographic RDD building on Imbens & Lemieux (2008)Angrist & Pischke (applied econometrics); rooted in econometric theory
TypeQuasi-experimental causal inference / IV-based spatial designMethod
Oprindelig kildeKeele, L., & Titiunik, R. (2015). Geographic Boundaries as Regression Discontinuities. Political Analysis, 23(1), 127-155. DOI ↗Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
AliasserSpatial Fuzzy RD, Geographic Fuzzy RDD, Spatial Fuzzy RDD, Geo-Fuzzy RDIV, two-stage least squares, TSLS, causal estimation
Relaterede53
ResuméSpatial Fuzzy Regression Discontinuity Design (Spatial Fuzzy RDD) estimates a local average treatment effect when a geographic boundary determines treatment eligibility but some units on either side of the boundary fail to comply with their assigned status. It combines the spatial running-variable logic of geographic RDD with the instrumental-variable correction for imperfect compliance used in fuzzy RDD.Instrumental variables (IV) is an econometric method to estimate causal effects when treatment or exposure is not randomly assigned and confounding is severe or unmeasured. IV relies on a third variable (instrument) that influences treatment but does not directly affect the outcome, allowing researchers to isolate the causal effect from the noise of confounding. Developed extensively in econometrics (Angrist & Pischke, 1990s–2000s), IV methods are increasingly used in health economics and health services research to leverage natural experiments and policy changes.
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ScholarGateSammenlign metoder: Spatial Fuzzy Regression Discontinuity · Instrumental Variables in Health Research. Hentet 2026-06-18 fra https://scholargate.app/da/compare