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Examinează metodele selectate una lângă alta; rândurile care diferă sunt evidențiate.

Modelul cu efecte fixe și pauze structurale×Modelul cu efecte aleatorii și puncte de ruptură structurale×
DomeniuEconometrieEconometrie
FamilieRegression modelRegression model
Anul apariției1998 (Bai-Perron); FE estimator classical1998–2000s
Autorul originalBai & Perron (structural break testing); Mundlak / within-group estimator traditionBai & Perron (break detection); Baltagi (panel RE framework)
TipPanel regression with regime changePanel regression with regime shifts
Sursa seminalăBai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47-78. DOI ↗Bai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47–78. DOI ↗
Denumiri alternativeFE model with structural breaks, break-adjusted fixed effects, panel fixed effects with regime shifts, structural change fixed effects estimatorRE model with structural breaks, break-adjusted random effects, random effects break model, panel RE with regime shifts
Înrudite65
RezumatThe structural break fixed effects model extends the standard within-group (FE) panel estimator by allowing the slope coefficients to shift at one or more detected break dates. Each unit's unobserved time-invariant heterogeneity is still removed by demeaning, but separate coefficient regimes are estimated for each sub-period, capturing policy shifts, crises, or technological transitions that would otherwise bias a single-regime FE estimate.The structural break random effects model extends standard panel RE estimation by allowing one or more breakpoints at which slope coefficients or error variances shift across time. It combines structural change detection (e.g., Bai-Perron) with the GLS-based random effects estimator, producing regime-specific parameter estimates while retaining the efficiency gains of pooling individual-level variation as random draws from a common distribution.
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  3. PUBLISHED

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ScholarGateCompară metode: Structural Break Fixed Effects Model · Structural Break Random Effects Model. Preluat la 2026-06-15 de pe https://scholargate.app/ro/compare