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Heterogen Behandlingseffekt Instrumentvariabler (HTE-IV)×Instrumentelle variabler (IV) metode for kausal inferens×
FagfeltKausal inferensHelseøkonomi
FamilieRegression modelProcess / pipeline
Opprinnelsesår19941990s (modern applications)
OpphavspersonImbens & AngristAngrist & Pischke (applied econometrics); rooted in econometric theory
TypeCausal inference / IV with effect heterogeneityMethod
Opprinnelig kildeImbens, G. W., & Angrist, J. D. (1994). Identification and Estimation of Local Average Treatment Effects. Econometrica, 62(2), 467-475. DOI ↗Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
AliasHTE-IV, LATE estimator, IV with effect heterogeneity, local average treatment effect IVIV, two-stage least squares, TSLS, causal estimation
Relaterte43
SammendragHeterogeneous treatment effect IV applies instrumental variables estimation while explicitly acknowledging and modelling that the treatment effect differs across units. Rather than recovering a single average effect, it focuses on the Local Average Treatment Effect (LATE) — the causal effect for compliers, the subpopulation whose treatment status is actually shifted by the instrument — and extends analysis to variation in that effect across observed subgroups.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: Heterogeneous treatment effect Instrumental variables · Instrumental Variables in Health Research. Hentet 2026-06-19 fra https://scholargate.app/no/compare