Sammenlign metoder
Gjennomgå de valgte metodene side om side; rader som avviker, er uthevet.
| Dynamisk syntetisk kontrollmetode× | Differanse-i-differanser (DiD)× | |
|---|---|---|
| Fagfelt≠ | Kausal inferens | Økonometri |
| Familie | Regression model | Regression model |
| Opprinnelsesår≠ | 2010 | 1994 |
| Opphavsperson≠ | Abadie, Diamond & Hainmueller (2010); dynamic extensions by Abadie (2021) and others | Card & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment) |
| Type≠ | Comparative case study / counterfactual estimation | Causal inference / panel regression |
| Opprinnelig kilde≠ | 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 ↗ | Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355 |
| Alias≠ | Dynamic SCM, Time-varying synthetic control, Multi-period synthetic control, DSC | diff-in-diff, DiD, Farkların Farkı (Diff-in-Diff) |
| Relaterte | 5 | 5 |
| Sammendrag≠ | 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. | 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. |
| ScholarGateDatasett ↗ |
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