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Robustni model vektorske autoregresije (Robust SVAR)×Strukturna autoregresija (SVAR)×
OblastEkonometrijaEkonometrija
PorodicaRegression modelRegression model
Godina nastanka2000s–2010s1980
TvoracExtension of Sims (1980) SVAR with robust inference methodsSims (1980); identification schemes by Blanchard & Quah (1989)
TipStructural time series modelMultivariate time series model
Temeljni izvorLutkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. ISBN: 978-3540401728Blanchard, O. J., & Quah, D. (1989). The dynamic effects of aggregate demand and supply disturbances. American Economic Review, 79(4), 655-673. link ↗
Drugi nazivirobust SVAR, robust structural VAR, heteroscedasticity-robust SVAR, outlier-robust structural VARSVAR, structural vector autoregression, identified VAR, structural VAR model
Srodne65
SažetakThe Robust SVAR model extends the classical Structural VAR framework by incorporating robust estimation and inference methods that remain valid in the presence of heteroscedasticity, non-Gaussian errors, or outliers. By combining structural identification with robust statistical procedures, it produces reliable impulse responses and forecast error variance decompositions even when standard SVAR assumptions are violated in macroeconomic data.Structural VAR extends the reduced-form VAR by imposing economic theory-based restrictions that identify orthogonal structural shocks. This allows researchers to disentangle the causal effects of distinct economic disturbances — such as supply versus demand shocks — and trace their dynamic propagation through a system of variables via impulse response functions and forecast error variance decompositions.
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ScholarGateUporedite metode: Robust SVAR model · Structural VAR. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare