Krahasoni metodat
Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.
| Dizajni i Studimit të Ngjarjes për Vlerësimin e Politikave× | Diferenca-në-Diferenca (Diff-in-Diff)× | |
|---|---|---|
| Fusha≠ | Inferenca kauzale | Ekonometri |
| Familja | Regression model | Regression model |
| Viti i origjinës≠ | 1993-2021 | 1994 |
| Krijuesi≠ | Andrews (1993), MacKinlay (1997); formalized for policy evaluation by Freyaldenhoven, Hansen & Shapiro (2019) and Callaway & Sant'Anna (2021) | Card & Krueger (canonical 1994 application); Angrist & Pischke (textbook treatment) |
| Lloji≠ | Quasi-experimental / causal inference | Causal inference / panel regression |
| Burimi themelues≠ | Callaway, B., & Sant'Anna, P. H. C. (2021). Difference-in-differences with multiple time periods. Journal of Econometrics, 225(2), 200-230. DOI ↗ | Angrist, J. D., & Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton University Press. ISBN: 978-0691120355 |
| Emërtime të tjera≠ | event study, event-study DiD, dynamic DiD, PEESD | diff-in-diff, DiD, Farkların Farkı (Diff-in-Diff) |
| Të lidhura | 5 | 5 |
| Përmbledhja≠ | A policy evaluation event study design is a quasi-experimental approach that estimates causal effects of a policy by plotting treatment-period-by-period coefficients around a common event time. It extends difference-in-differences to visualize both pre-treatment parallel trends and the dynamic post-treatment evolution of the policy effect, and has become the standard credibility check in applied policy research. | 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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