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Mètode de Control Sintètic Dinàmic×Diferència en Diferències (Diff-in-Diff)×
CampInferència causalEconometria
FamíliaRegression modelRegression model
Any d'origen20101994
Autor originalAbadie, Diamond & Hainmueller (2010); dynamic extensions by Abadie (2021) and othersCard & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment)
TipusComparative case study / counterfactual estimationCausal inference / panel regression
Font seminalAbadie, 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 ↗Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355
ÀliesDynamic SCM, Time-varying synthetic control, Multi-period synthetic control, DSCdiff-in-diff, DiD, Farkların Farkı (Diff-in-Diff)
Relacionats55
ResumThe 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.Difference-in-Differences is a causal-inference method that estimates the effect of an intervention by comparing how a treatment group and a control group change over time. Made famous by Card and Krueger's 1994 minimum-wage study and developed in Angrist and Pischke's Mostly Harmless Econometrics, it isolates the treatment effect as the difference between the two groups' before-after changes.
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ScholarGateCompara mètodes: Dynamic Synthetic Control Method · Difference-in-Differences. Recuperat el 2026-06-15 de https://scholargate.app/ca/compare