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Regresja rozmyta z przerwaniem ciągłości z wnioskowaniem bayesowskim×Fuzzy Regression Discontinuity×
DziedzinaWnioskowanie przyczynoweWnioskowanie przyczynowe
RodzinaRegression modelRegression model
Rok powstania2001 (fuzzy RD identification); 2016 (Bayesian formulation by Chib & Jacobi)2001
TwórcaChib & Jacobi (Bayesian formulation); Hahn, Todd & Van der Klaauw (fuzzy RD identification)Hahn, Todd & van der Klaauw
TypBayesian causal inference / quasi-experimental designQuasi-experimental causal inference
Źródło pierwotneHahn, 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 ↗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 ↗
Inne nazwyBayesian Fuzzy RD, Bayesian Fuzzy RDD, Fuzzy RD with Bayesian InferenceFuzzy RD, Fuzzy RDD, Fuzzy RD Design, Imperfect RDD
Pokrewne55
PodsumowanieBayesian Fuzzy Regression Discontinuity (Bayesian Fuzzy RD) combines the quasi-experimental logic of fuzzy regression discontinuity design with full Bayesian inference. It estimates a local average treatment effect at a policy threshold where treatment assignment is probabilistic rather than deterministic, placing prior distributions over all unknowns and recovering a complete posterior distribution of the causal effect rather than a single point estimate.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.
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  3. PUBLISHED

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