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Heterogen Behandlingseffekt Regressions Diskontinuitets Design (HTE-RDD)×Lokal gennemsnitlig behandlingseffekt (LATE / CACE)×
FagområdeKausal inferensKausal inferens
FamilieRegression modelRegression model
Oprindelsesår20151994
OphavspersonDong & Lewbel (2015); Chiang, Hsu & Sasaki (2019)Imbens & Angrist (1994); Angrist, Imbens & Rubin (1996)
TypeQuasi-experimental causal inference with effect heterogeneityInstrumental-variable causal estimand
Oprindelig kildeDong, Y., & Lewbel, A. (2015). Identifying the Effect of Changing the Policy Threshold in Regression Discontinuity Models. Review of Economics and Statistics, 97(5), 1081-1092. DOI ↗Imbens, G. W., & Angrist, J. D. (1994). Identification and Estimation of Local Average Treatment Effects. Econometrica, 62(2), 467-475. DOI ↗
AliasserHTE-RDD, heterogeneous RDD, subgroup RDD, effect heterogeneity RDLATE, CACE, complier average causal effect, Yerel Ortalama Tedavi Etkisi (LATE / CACE)
Relaterede45
ResuméHeterogeneous Treatment Effect RDD extends the classic regression discontinuity framework to detect and estimate how the causal effect of crossing an assignment cutoff varies across subgroups or along covariates. Rather than reporting a single local average treatment effect at the threshold, HTE-RDD maps how treatment impact differs by individual characteristics, enabling richer policy conclusions about who benefits most or least from a threshold-based intervention.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 Regression Discontinuity Design · Local Average Treatment Effect. Hentet 2026-06-19 fra https://scholargate.app/da/compare