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Metode Efek Perlakuan Heterogen Kontrol Sintetis×Metode Kontrol Sintetis (SCM)×
BidangInferensi KausalInferensi Kausal
KeluargaRegression modelRegression model
Tahun asal2010-20212003–2010
PencetusAbadie, Diamond & Hainmueller (SCM foundation); Ben-Michael, Feller & Rothstein (augmented/HTE extensions)Alberto Abadie & Javier Gardeazabal (2003); Abadie, Diamond & Hainmueller (2010)
TipeQuasi-experimental causal inferenceQuasi-experimental causal inference
Sumber perintisAbadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program. Journal of the American Statistical Association, 105(490), 493-505. DOI ↗Abadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program. Journal of the American Statistical Association, 105(490), 493-505. DOI ↗
AliasHTE-SCM, heterogeneous SCM, heterogeneous synthetic control, SCM with HTESCM, synthetic control, synth estimator, Abadie-Diamond-Hainmueller method
Terkait64
RingkasanThe Heterogeneous Treatment Effect Synthetic Control Method (HTE-SCM) extends the classical synthetic control framework by allowing the causal effect of an intervention to vary across time periods, subgroups, or outcome dimensions rather than collapsing it to a single average estimate. It combines the counterfactual donor-pool matching logic of Abadie et al. (2010) with modern heterogeneous-effects machinery to recover time-varying or subgroup-specific treatment paths.The Synthetic Control Method estimates the causal effect of a treatment or policy on a single treated unit by constructing a weighted combination of untreated units — the synthetic control — that closely resembles the treated unit before the intervention. The gap between the treated unit and its synthetic counterpart after the intervention is the estimated treatment effect.
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ScholarGateBandingkan metode: Heterogeneous Treatment Effect Synthetic Control Method · Synthetic Control Method. Diakses 2026-06-18 dari https://scholargate.app/id/compare