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Sammenlign metoder

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Heterogen behandlingseffekt Fuzzy Regression Discontinuity×Lokal gjennomsnittlig behandlingseffekt (LATE / CACE)×
FagfeltKausal inferensKausal inferens
FamilieRegression modelRegression model
Opprinnelsesår20011994
OpphavspersonHahn, Todd & Van der Klaauw (2001); extensions by Calonico, Cattaneo & Titiunik (2014)Imbens & Angrist (1994); Angrist, Imbens & Rubin (1996)
TypeQuasi-experimental causal inference / heterogeneity analysisInstrumental-variable causal estimand
Opprinnelig kildeHahn, J., Todd, P., & Van der Klaauw, W. (2001). Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design. Econometrica, 69(1), 201-209. DOI ↗Imbens, G. W., & Angrist, J. D. (1994). Identification and Estimation of Local Average Treatment Effects. Econometrica, 62(2), 467-475. DOI ↗
AliasHTE-Fuzzy RDD, heterogeneous LATE at threshold, subgroup fuzzy RD, fuzzy RD with effect heterogeneityLATE, CACE, complier average causal effect, Yerel Ortalama Tedavi Etkisi (LATE / CACE)
Relaterte55
SammendragHeterogeneous Treatment Effect Fuzzy RDD extends the standard fuzzy regression discontinuity design — where treatment probability, not treatment status itself, jumps at a threshold — by examining whether the Local Average Treatment Effect (LATE) estimated at the threshold differs systematically across subgroups defined by covariates such as gender, socioeconomic status, or prior ability. It combines the instrumental-variable logic of fuzzy RDD with structured heterogeneity analysis.The Local Average Treatment Effect is an instrumental-variable estimand, introduced by Imbens and Angrist (1994) and formalised with Rubin (1996), that recovers the average treatment effect for the subpopulation of compliers — units whose treatment status is actually moved by the instrument. It is closely tied to compliance analysis.
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ScholarGateSammenlign metoder: Heterogeneous Treatment Effect Fuzzy Regression Discontinuity · Local Average Treatment Effect. Hentet 2026-06-20 fra https://scholargate.app/no/compare