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| Fuzzy Regression Discontinuity Design× | Metod instrumentalnih promenljivih (IV) za kauzalno zaključivanje× | |
|---|---|---|
| Oblast≠ | Kauzalno zaključivanje | Ekonomija zdravstva |
| Porodica≠ | Regression model | Process / pipeline |
| Godina nastanka≠ | 2001 | 1990s (modern applications) |
| Tvorac≠ | Hahn, Todd & van der Klaauw | Angrist & Pischke (applied econometrics); rooted in econometric theory |
| Tip≠ | Quasi-experimental causal inference | Method |
| Temeljni izvor≠ | Hahn, J., Todd, P., & van der Klaauw, W. (2001). Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design. Review of Economic Studies, 68(1), 201-209. DOI ↗ | Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗ |
| Drugi nazivi | Fuzzy RD, Fuzzy RDD, Fuzzy RD Design, Imperfect RDD | IV, two-stage least squares, TSLS, causal estimation |
| Srodne≠ | 5 | 3 |
| Sažetak≠ | Fuzzy Regression Discontinuity Design (Fuzzy RDD) estimates causal effects when eligibility for a treatment is determined by a threshold on a running variable but actual take-up of that treatment is imperfect — some eligible units do not receive treatment and some ineligible units do. The cutoff acts as an instrument, and the estimand is a Local Average Treatment Effect (LATE) for compliers near the threshold. | 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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