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| Metoda dinamičke sintetičke kontrole× | Metoda sintetičke kontrole panel podataka× | |
|---|---|---|
| Oblast | Kauzalno zaključivanje | Kauzalno zaključivanje |
| Porodica | Regression model | Regression model |
| Godina nastanka | 2010 | 2010 |
| Tvorac≠ | Abadie, Diamond & Hainmueller (2010); dynamic extensions by Abadie (2021) and others | Alberto Abadie, Alexis Diamond & Jens Hainmueller |
| Tip≠ | Comparative case study / counterfactual estimation | Causal inference / panel data |
| Temeljni izvor | 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 ↗ | 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 ↗ |
| Drugi nazivi | Dynamic SCM, Time-varying synthetic control, Multi-period synthetic control, DSC | SCM panel, panel synthetic control, synthetic control estimator, comparative case study |
| Srodne | 5 | 5 |
| Sažetak≠ | 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. | The panel data synthetic control method estimates the causal effect of an intervention on a single treated unit by constructing a data-driven weighted combination of untreated units — a synthetic control — that best reproduces the treated unit's pre-treatment outcome trajectory. The post-treatment gap between the treated unit and its synthetic counterpart is the estimated treatment effect. |
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