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GMM Арелано-Бонд са Фуријеовим трансформацијама×Model dinamičkih panelnih podataka×
OblastEkonometrijaEkonometrija
PorodicaRegression modelRegression model
Godina nastanka2010s1988–1991
TvoracExtension of Arellano & Bond (1991) with Fourier flexible form augmentationArellano & Bond (1991); Holtz-Eakin, Newey & Rosen (1988)
TipDynamic panel GMM estimator with smooth structural break accommodationDynamic regression / GMM estimation
Temeljni izvorArellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, 58(2), 277-297. DOI ↗Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, 58(2), 277–297. DOI ↗
Drugi naziviFourier AB-GMM, Fourier first-differenced GMM, Fourier dynamic panel GMM, Fourier-extended Arellano-Bond estimatordynamic panel model, panel data model with lagged dependent variable, DPD model, Arellano-Bond model
Srodne25
SažetakFourier Arellano-Bond GMM is a dynamic panel estimator that augments the classic Arellano-Bond first-differenced GMM framework with Fourier trigonometric terms to capture smooth, gradual structural breaks in the time dimension. It handles endogeneity through lagged-level instruments while remaining robust to unknown nonlinear trends that standard difference GMM ignores.The dynamic panel data model extends standard panel regression by including a lagged value of the outcome variable as a regressor, capturing persistence and adjustment dynamics. Because the lagged dependent variable is correlated with the unit-specific fixed effect, ordinary OLS or within estimators are biased; GMM-based methods using internal instruments are the standard remedy.
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ScholarGateUporedite metode: Fourier Arellano-Bond GMM · Dynamic Panel Data Model. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare