Regression modelEconometrics / time series

稳健向量自回归（Robust VAR）模型

稳健向量自回归（Robust VAR）模型通过用稳健估计量（例如M-估计量或基于中位数的方法）替代普通最小二乘估计，扩展了经典向量自回归框架，以减少金融和宏观经济时间序列中常见的异常值、结构性断裂和厚尾冲击的影响。

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The neighbourhood of related methods — select a node to explore.

稳健向量自回归（Robust VAR）模型

Goncalves, S., & Kilian, L. (2004). Bootstrapping autoregressions with conditional heteroskedasticity of unknown form. Journal of Econometrics, 123(1), 89-120. DOI: 10.1016/j.jeconom.2003.10.030 ↗
Lutkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer, Berlin. ISBN: 978-3540401728

ScholarGate. (2026, June 3). Robust Vector Autoregression Model. ScholarGate. https://scholargate.app/zh/econometrics/robust-var-model

Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.