Linganisha mbinu

	Mofumo wa Mfumo wa Data wa Paneli Wenye Kigeugeu wa Fourier	Mfumo wa Data wa Paneli Wenye Kasi wa Kielelezo cha Mapumziko ya Kiutendaji
Nyanja	Ekonometriki	Ekonometriki
Familia	Regression model	Regression model
Mwaka wa asili	2004-2012	1991–1998
Mwanzilishi	Enders & Lee (2012); Becker, Enders & Hurn (2004)	Bai & Perron (break detection); Arellano & Bond (dynamic panel GMM)
Aina	Dynamic panel model with Fourier approximation	Dynamic panel model with regime change
Chanzo asilia	Enders, W., & Lee, J. (2012). A unit root test using a Fourier series to approximate smooth breaks. Oxford Bulletin of Economics and Statistics, 74(4), 574-599.	Bai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47–78.
Majina mbadala	Fourier dynamic panel, Fourier DPDM, smooth break dynamic panel, trigonometric dynamic panel	dynamic panel with breaks, panel dynamic model structural change, DPDSB, panel dynamic structural break estimator
Zinazohusiana	6	6
Muhtasari	The Fourier dynamic panel data model extends standard dynamic panel specifications by incorporating low-frequency trigonometric (Fourier) terms to flexibly capture smooth, gradual structural breaks or time-varying patterns in the data, without requiring knowledge of the exact number or timing of breaks.	The 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.