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| Maantieteellinen regressioepäjatkuvuus× | Interaktiiviset kiinteät vaikutukset× | |
|---|---|---|
| Tieteenala | Ekonometria | Ekonometria |
| Menetelmäperhe | Regression model | Regression model |
| Syntyvuosi≠ | 2010 | 2009 |
| Kehittäjä≠ | Melissa Dell and colleagues | Jushan Bai |
| Tyyppi≠ | Spatial quasi-experiment | Panel with latent structure |
| Alkuperäislähde≠ | Dell, M. (2018). The persistent effects of Peru's mining mita. Econometrica, 78(6), 1863-1911. link ↗ | Bai, J. (2009). Panel data models with interactive fixed effects. Econometric Reviews, 28(4), 289-312. link ↗ |
| Rinnakkaisnimet≠ | Spatial RD, Geographic RDD | Factor models with individual heterogeneity |
| Liittyvät | 3 | 3 |
| Tiivistelmä≠ | Geographic Regression Discontinuity (GRD) is a quasi-experimental design that exploits sharp geographic boundaries—borders, policy boundaries, or natural features—to estimate causal effects. Introduced by Dell (2010) and others, it compares outcomes on either side of a boundary where treatment changes abruptly, leveraging the idea that units on opposite sides of a border are otherwise similar. This approach yields credible causal estimates for spatially localized policies, institutional changes, and natural phenomena. | Interactive Fixed Effects (IFE) extends standard fixed-effects panel models by allowing unit-specific intercepts to vary not just at the individual level but also with unobserved common time-varying factors. Introduced by Bai (2009), it models heterogeneity as the interaction of individual characteristics and common shocks, ideal for studying cross-sectional variation in how units respond to macro conditions. This framework dominates when common factors drive substantial heterogeneity. |
| ScholarGateAineisto ↗ |
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