Krahasoni metodat

	Parametrat e Ndryshueshëm në Kohë sipas metodës Arellano-Bond GMM	Modeli VAR me parametra që ndryshojnë me kohën (TVP-VAR)
Fusha	Ekonometri	Ekonometri
Familja	Regression model	Regression model
Viti i origjinës	1990s-2000s	2005
Krijuesi	Extension of Arellano & Bond (1991); TVP generalisation developed in panel econometrics literature	Primiceri (2005); Cogley & Sargent (2001, 2005)
Lloji	Dynamic panel GMM with time-varying coefficients	Multivariate time-series model with drifting coefficients
Burimi themelues	Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277-297.	Primiceri, G. E. (2005). Time varying structural vector autoregressions and monetary policy. Review of Economic Studies, 72(3), 821-852.
Emërtime të tjera	TVP Arellano-Bond GMM, TVP-AB GMM, time-varying coefficient dynamic panel GMM, state-space Arellano-Bond estimator	TVP-VAR, time-varying VAR, TV-VAR, drifting-coefficient VAR
Të lidhura	6	6
Përmbledhja	The time-varying parameter Arellano-Bond GMM (TVP-AB GMM) is a dynamic panel estimator that extends the classic Arellano-Bond difference GMM framework by allowing regression coefficients to evolve over time. It addresses both individual fixed effects and the endogeneity of lagged dependent variables, while accommodating structural change and parameter instability across the sample period.	The Time-Varying Parameter VAR (TVP-VAR) model extends the standard vector autoregression by allowing the coefficients and error covariances to evolve gradually over time. Estimated via Bayesian methods and MCMC simulation, it captures how dynamic relationships between macroeconomic or financial variables shift across different economic regimes without requiring pre-specified break points.