Data-Driven Models
Data-Driven Models
Empirical forecasting models · Sources
Primary papers, model variants, source notes, and review signals behind the Fixed-effects panel page.
Reference material used for orientation; read primary and academic sources first when claims conflict.
[S1] Reference
Mundlak (1978) -- formal equivalence between the within estimator and LSDV; conditions under which fixed effects is preferred to random effects
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[S2] Reference
Hausman (1978) -- specification test for fixed vs. random effects: tests whether the entity effects are correlated with the regressors
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[S3] Reference
Arellano (1987) -- cluster-robust standard errors for panel fixed effects: corrects inference for serial correlation and heteroskedasticity within entities
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[S4] Reference
Cameron, Gelbach, and Miller (2008) -- wild cluster bootstrap for small-N panels: finite-sample correction when entity-level clustering is unreliable
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[S5] Reference
de Chaisemartin and d'Haultfoeuille (2020) -- heterogeneous treatment effects in two-way FE: the weighted-average interpretation and negative-weight problem
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