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Designul discontinuității regresiei pentru date de panel×Modelul cu Efecte Fixe pentru Date Panou×
DomeniuInferență cauzalăEconometrie
FamilieRegression modelRegression model
Anul apariției1960 (original RDD); panel extension codified 2000s–2010s2014
Autorul originalThistlethwaite & Campbell (1960); panel extension developed through Lee & Lemieux (2010) and related applied workHsiao (textbook treatment); within transformation of panel data
TipCausal inference / quasi-experimentalPanel data regression
Sursa seminalăLee, D. S., & Lemieux, T. (2010). Regression Discontinuity Designs in Economics. Journal of Economic Literature, 48(2), 281-355. DOI ↗Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗
Denumiri alternativePanel RD, Panel RDD, Longitudinal Regression Discontinuity, Fixed-Effects RDDfixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli
Înrudite55
RezumatPanel data regression discontinuity design (Panel RDD) combines the sharp local identification of a regression discontinuity with the within-unit variation available in repeated-observation panel data. Units are observed across multiple periods, and treatment is assigned based on whether a running variable crosses a known threshold. By leveraging both the discontinuity and panel structure, researchers can control for unobserved unit-level heterogeneity while estimating a causal treatment effect near the threshold.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).
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  1. v1
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  3. PUBLISHED

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ScholarGateCompară metode: Panel Data Regression Discontinuity Design · Panel Fixed Effects. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare