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Test placebo pentru evaluarea politicilor×Metoda Controlului Sintetic (MCS)×
DomeniuInferență cauzalăInferență cauzală
FamilieRegression modelRegression model
Anul apariției1990s–2000s2003–2010
Autorul originalBertrand, Duflo & Mullainathan (2004 canonical formalization); Imbens & Wooldridge (2009 textbook treatment)Alberto Abadie & Javier Gardeazabal (2003); Abadie, Diamond & Hainmueller (2010)
TipFalsification / specification checkQuasi-experimental causal inference
Sursa seminalăImbens, G. W., & Wooldridge, J. M. (2009). Recent Developments in the Econometrics of Program Evaluation. Journal of Economic Literature, 47(1), 5-86. 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 ↗
Denumiri alternativeplacebo test, falsification test, fake treatment test, placebo regressionSCM, synthetic control, synth estimator, Abadie-Diamond-Hainmueller method
Înrudite44
RezumatA policy evaluation placebo test is a falsification check used in quasi-experimental research to validate a causal identification strategy. The researcher applies the same estimation method to a pseudo-treatment — a time period, group, or outcome where the real policy could not have had an effect — and checks that no spurious effect is detected. A null placebo result builds confidence that the main estimate reflects a genuine causal impact rather than bias or confounding.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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ScholarGateCompară metode: Policy Evaluation Placebo Test · Synthetic Control Method. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare