Regression modelEconometrics / time series
Panel Structural Vector Autoregression (Panel SVAR) Model
The Panel SVAR model extends the Structural VAR framework to panel data, jointly modelling multiple endogenous time-series variables across several cross-sectional units (e.g., countries or firms). Structural restrictions — short-run, long-run, or sign restrictions — are imposed on the contemporaneous relationships among variables to identify economically meaningful causal shocks and trace their propagation across units and time.
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Sources
- Canova, F., & Ciccarelli, M. (2004). Forecasting and turning point predictions in a Bayesian panel VAR model. Journal of Econometrics, 120(2), 327-359. DOI: 10.1016/S0304-4076(03)00216-1 ↗
- Kilian, L., & Lutkepohl, H. (2017). Structural Vector Autoregressive Analysis. Cambridge University Press. ISBN: 9781107196575