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Model dynamicznych paneli z przerwami strukturalnymi×Analiza danych panelowych ze strukturalnymi punktami zwrotnymi×
DziedzinaEkonometriaEkonometria
RodzinaRegression modelRegression model
Rok powstania1991–19981998-2010
TwórcaBai & Perron (break detection); Arellano & Bond (dynamic panel GMM)Bai & Perron (1998); extended to panels by Bai (2010) and Joseph et al.
TypDynamic panel model with regime changePanel 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 nazwydynamic panel with breaks, panel dynamic model structural change, DPDSB, panel dynamic structural break estimatorpanel structural break test, break-point panel model, panel change-point analysis, regime-shift panel analysis
Pokrewne64
PodsumowanieThe structural break dynamic panel data model extends the standard dynamic panel framework by allowing regression coefficients or the autoregressive parameter to shift at one or more unknown break dates. It combines GMM-based dynamic panel estimation with formal structural change tests, enabling researchers to study how economic relationships evolve across distinct regimes while controlling for unobserved individual heterogeneity and endogeneity of the lagged dependent variable.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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  3. PUBLISHED

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ScholarGatePorównaj metody: Structural Break Dynamic Panel Data Model · Structural Break Panel Data Analysis. Pobrano 2026-06-15 z https://scholargate.app/pl/compare