Módszerek összehasonlítása
Tekintse át a kiválasztott módszereket egymás mellett; az eltérő sorok kiemelve jelennek meg.
| Panel Data Entropy Balancing× | Paneladatok rögzített hatású modellje× | |
|---|---|---|
| Tudományterület≠ | Oksági következtetés | Ökonometria |
| Módszercsalád | Regression model | Regression model |
| Keletkezés éve≠ | 2012 (cross-section); panel adaptation mid-2010s onward | 2014 |
| Megalkotó≠ | Hainmueller (2012); extended to panel settings by subsequent applied econometric work | Hsiao (textbook treatment); within transformation of panel data |
| Típus≠ | Covariate balancing / reweighting estimator | Panel data regression |
| Alapmű≠ | Hainmueller, J. (2012). Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies. Political Analysis, 20(1), 25-46. DOI ↗ | Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗ |
| Alternatív nevek | EB-panel, panel entropy balancing, entropy reweighting in panel data, panel-EB | fixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli |
| Kapcsolódó | 5 | 5 |
| Összefoglaló≠ | Panel data entropy balancing extends Hainmueller's (2012) entropy balancing method to longitudinal settings. It computes unit-level weights for control observations so that their covariate moments exactly match those of the treatment group across panel periods, then plugs these weights into a weighted panel regression to estimate causal treatment effects without requiring a correctly specified propensity score model. | The Panel Data Fixed Effects model estimates relationships from panel data (the same units observed over several time periods) while controlling for unit- and/or time-specific effects, supporting causal inference. It is developed as the within estimator in standard treatments such as Hsiao's Analysis of Panel Data (2014). |
| ScholarGateAdatkészlet ↗ |
|
|