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Metode Kontrol Sintetis Multi-Periode×Metode Kontrol Sintetis Dinamis×
BidangInferensi KausalInferensi Kausal
KeluargaRegression modelRegression model
Tahun asal2010-20212010
PencetusAbadie, Diamond & Hainmueller (2010); extended to multi-period settings by Abadie (2021) and Ben-Michael et al. (2021)Abadie, Diamond & Hainmueller (2010); dynamic extensions by Abadie (2021) and others
TipeQuasi-experimental causal inferenceComparative case study / counterfactual estimation
Sumber perintisAbadie, A. (2021). Using synthetic controls: Feasibility, data requirements, and methodological aspects. Journal of Economic Literature, 59(2), 391-425. 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 ↗
Aliasmulti-period SCM, extended synthetic control, synthetic control with multiple treatment periods, staggered synthetic controlDynamic SCM, Time-varying synthetic control, Multi-period synthetic control, DSC
Terkait55
RingkasanThe multi-period synthetic control method extends the classic synthetic control framework to settings where treatment occurs across several distinct periods or where the researcher needs to track causal effects over a prolonged post-treatment window. It constructs a weighted combination of untreated units that reproduces the treated unit's pre-treatment trajectory, then uses that synthetic counterfactual across all post-treatment periods to estimate time-varying treatment effects.The Dynamic Synthetic Control Method extends the classic synthetic control framework to evaluate treatments that unfold over multiple periods or change in intensity over time. It constructs a weighted combination of untreated units that matches the treated unit in pre-treatment outcomes, then traces the full time path of treatment effects period by period after the intervention — capturing not just an average effect but how the effect evolves dynamically.
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ScholarGateBandingkan metode: Multi-period Synthetic Control Method · Dynamic Synthetic Control Method. Diakses 2026-06-18 dari https://scholargate.app/id/compare