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Model z losowymi efektami i zmianami strukturalnymi×Analiza danych panelowych ze strukturalnymi punktami zwrotnymi×
DziedzinaEkonometriaEkonometria
RodzinaRegression modelRegression model
Rok powstania1998–2000s1998-2010
TwórcaBai & Perron (break detection); Baltagi (panel RE framework)Bai & Perron (1998); extended to panels by Bai (2010) and Joseph et al.
TypPanel regression with regime shiftsPanel time-series model with regime shifts
Źródło pierwotneBai, 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 ↗
Inne nazwyRE model with structural breaks, break-adjusted random effects, random effects break model, panel RE with regime shiftspanel structural break test, break-point panel model, panel change-point analysis, regime-shift panel analysis
Pokrewne54
PodsumowanieThe 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.Structural break panel data analysis detects and estimates points in time — break dates — where the underlying regression coefficients shift permanently across a panel of cross-sectional units observed over multiple periods. By jointly exploiting cross-sectional and time-series variation, it offers sharper identification of regime shifts than single-series break tests, and it delivers separate coefficient estimates for each regime before and after each break.
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ScholarGatePorównaj metody: Structural Break Random Effects Model · Structural Break Panel Data Analysis. Pobrano 2026-06-15 z https://scholargate.app/pl/compare