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结构向量自回归 (SVAR)×脉冲响应函数 (IRF)×
领域计量经济学计量经济学
方法族Regression modelRegression model
起源年份19802005
提出者Christopher SimsHelmut Lütkepohl
类型Structural multivariate time-series modelPost-estimation diagnostic
开创性文献Sims, C. A. (1980). Macroeconomics and reality. Econometrica, 48(1), 1–48. DOI ↗Lütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. ISBN: 978-3-540-40172-8
别名Structural VAR, Identified VAR, SVAR Model, Yapısal Vektör OtoregresyonIRF, Dynamic Multiplier, Shock Response Function, Etki Tepki Fonksiyonu
相关23
摘要Structural Vector Autoregression (SVAR) is a multivariate time-series model, developed by Christopher Sims (1980), that extends the reduced-form VAR by imposing economically motivated identifying restrictions on contemporaneous relationships among variables. SVAR enables researchers to isolate orthogonal structural shocks and trace their causal dynamic effects through impulse response functions and forecast error variance decompositions, making it a cornerstone of modern empirical macroeconomics.The Impulse Response Function (IRF) traces the dynamic response of each variable in a Vector Autoregression (VAR) system to a one-unit shock in one of its error terms over a user-specified forecast horizon. It is the primary tool for structural analysis following VAR estimation and is widely used in macroeconomics, monetary economics, and finance to quantify how shocks propagate through interconnected time series systems.
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ScholarGate方法对比: SVAR · Impulse Response Function. 于 2026-06-15 检索自 https://scholargate.app/zh/compare