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

Modelul Fourier cu Efecte Aleatorii×Modelul cu efecte aleatorii și puncte de ruptură structurale×
DomeniuEconometrieEconometrie
FamilieRegression modelRegression model
Anul apariției2006-20121998–2000s
Autorul originalBecker, Enders & Lee; Enders & LeeBai & Perron (break detection); Baltagi (panel RE framework)
TipPanel regression with Fourier approximationPanel regression with regime shifts
Sursa seminalăBecker, R., Enders, W., & Lee, J. (2006). A stationary test in the presence of an unknown number of smooth breaks. Journal of Time Series Analysis, 27(3), 381-409. DOI ↗Bai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47–78. DOI ↗
Denumiri alternativeFourier RE model, FFF random effects, flexible Fourier random effects, Fourier augmented random effectsRE model with structural breaks, break-adjusted random effects, random effects break model, panel RE with regime shifts
Înrudite55
RezumatThe Fourier Random Effects Model extends the standard random effects panel estimator by incorporating trigonometric (Fourier) terms to approximate smooth, gradual structural change in time trends or intercepts. It retains the GLS efficiency advantages of the random effects estimator while allowing parameters to shift continuously over time without requiring knowledge of exact break dates.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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ScholarGateCompară metode: Fourier Random Effects Model · Structural Break Random Effects Model. Preluat la 2026-06-17 de pe https://scholargate.app/ro/compare