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VAR a Parametri Variabili nel Tempo (TVP-VAR)×Modello di Autoregressione Vettoriale (VAR)×
CampoEconometriaEconometria
FamigliaRegression modelRegression model
Anno di origine20052005
IdeatoreGiorgio PrimiceriLütkepohl (textbook treatment); Sims (1980) macroeconometric tradition
TipoBayesian state-space modelMultivariate time-series model
Fonte seminalePrimiceri, G. E. (2005). Time varying structural vector autoregressions and monetary policy. Review of Economic Studies, 72(3), 821–852. DOI ↗Lütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. DOI ↗
AliasTime-Varying Parameter Vector Autoregression, TVP-SVAR, Stochastic Coefficient VAR, Zamana Göre Değişen Parametreli VARvector autoregression, VAR, VAR Modeli (Vektör Otoregresyon), vektör otoregresyon
Correlati24
SintesiTVP-VAR is a Bayesian multivariate time-series model in which both the VAR coefficients and the shock covariance matrix are allowed to evolve continuously over time as random walks. Introduced by Primiceri (2005) to study U.S. monetary policy transmission, the model captures structural changes and regime shifts without requiring ex-ante knowledge of when breaks occurred, making it indispensable for macroeconomics, finance, and any setting where economic relationships are suspected to be unstable across time.Vector Autoregression is a multivariate time-series model that treats several interdependent series symmetrically, letting each variable depend on its own past values and the past values of all the others. It is the standard tool for capturing mutual causality and joint dynamics, developed in the modern multiple-time-series tradition treated by Lütkepohl (2005).
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ScholarGateConfronta i metodi: TVP-VAR · VAR Model. Consultato il 2026-06-17 da https://scholargate.app/it/compare