Salīdzināt metodes
Apskatiet izvēlētās metodes blakus; rindas, kas atšķiras, ir izceltas.
| Regresijas atšķirības dizains (RDD)× | Instrumentālo mainīgo (IV) metode cēloņsakarību noteikšanai× | |
|---|---|---|
| Nozare≠ | Ekonometrija | Veselības ekonomika |
| Saime≠ | Regression model | Process / pipeline |
| Izcelsmes gads≠ | 2008 | 1990s (modern applications) |
| Autors≠ | Imbens & Lemieux; Lee & Lemieux (modern practice); Cattaneo, Idrobo & Titiunik | Angrist & Pischke (applied econometrics); rooted in econometric theory |
| Tips≠ | Quasi-experimental causal design | Method |
| Pirmavots≠ | Imbens, G. W., & Lemieux, T. (2008). Regression Discontinuity Designs: A Guide to Practice. Journal of Econometrics, 142(2), 615-635. DOI ↗ | Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗ |
| Citi nosaukumi | RDD, regression discontinuity, sharp regression discontinuity, Regresyon Süreksizliği Tasarımı (RDD) | IV, two-stage least squares, TSLS, causal estimation |
| Saistītās≠ | 5 | 3 |
| Kopsavilkums≠ | Regression Discontinuity Design is a quasi-experimental method that estimates a local causal effect around a threshold (cutoff) value, comparing units just below and just above the cutoff as if they were almost randomly assigned. It is the design developed for applied practice by Imbens and Lemieux (2008) and by Lee and Lemieux (2010). | Instrumental variables (IV) is an econometric method to estimate causal effects when treatment or exposure is not randomly assigned and confounding is severe or unmeasured. IV relies on a third variable (instrument) that influences treatment but does not directly affect the outcome, allowing researchers to isolate the causal effect from the noise of confounding. Developed extensively in econometrics (Angrist & Pischke, 1990s–2000s), IV methods are increasingly used in health economics and health services research to leverage natural experiments and policy changes. |
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