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Panel Data Fuzzy Regression Discontinuity Design×Fuzzy Regression Discontinuity Design×
OblastKauzalno zaključivanjeKauzalno zaključivanje
PorodicaRegression modelRegression model
Godina nastanka2001 (fuzzy RDD); panel extension circa 20112001
TvoracHahn, Todd & Van der Klaauw; extended to panel settings by Papay, Willett & Murnane and othersHahn, Todd & van der Klaauw
TipQuasi-experimental causal inferenceQuasi-experimental causal inference
Temeljni izvorHahn, 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 ↗
Drugi naziviPanel Fuzzy RDD, Panel FRD, Fuzzy RD with Panel Data, Panel Fuzzy RDFuzzy RD, Fuzzy RDD, Fuzzy RD Design, Imperfect RDD
Srodne55
SažetakPanel Data Fuzzy Regression Discontinuity Design (Panel FRD) extends the fuzzy RDD framework to settings where multiple observations per unit are available over time. It exploits a probabilistic — rather than deterministic — threshold-crossing rule to identify a local average treatment effect (LATE) while controlling for unit-level and time-level fixed effects, sharpening identification in repeated-measures contexts.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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ScholarGateUporedite metode: Panel Data Fuzzy Regression Discontinuity · Fuzzy Regression Discontinuity. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare