Võrdle meetodeid
Vaata valitud meetodeid kõrvuti; erinevad read on esile tõstetud.
| Paneelpaneeliinstrumentaalmuutujad (Panel IV / 2SLS)× | Paneelide andmete fikseeritud efektide mudel× | |
|---|---|---|
| Valdkond≠ | Põhjuslik järeldamine | Ökonomeetria |
| Perekond | Regression model | Regression model |
| Tekkeaasta≠ | 1978-1991 | 2014 |
| Looja≠ | Hausman (1978); Anderson & Hsiao (1982); Arellano & Bond (1991) | Hsiao (textbook treatment); within transformation of panel data |
| Tüüp≠ | Causal inference / panel regression | Panel data regression |
| Algallikas≠ | Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, 58(2), 277-297. DOI ↗ | Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗ |
| Rööpnimetused | Panel IV, Panel 2SLS, Within-IV, Fixed-Effects IV | fixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli |
| Seotud≠ | 4 | 5 |
| Kokkuvõte≠ | Panel data instrumental variables combines the bias-correcting power of instrumental variables (IV) with the within-unit variation exploited by panel data methods. It addresses endogeneity — omitted variables, reverse causation, or measurement error — in longitudinal settings where observations are repeated across units and time. Seminal contributions come from Hausman (1978) on specification testing and Arellano and Bond (1991) on GMM-based panel IV. | 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). |
| ScholarGateAndmestik ↗ |
|
|