Regression modelEconometrics / time series
稳健动态面板数据模型
稳健动态面板数据模型结合了动态面板GMM框架（该框架处理滞后因变量和不可观测异质性引起的内生性）与稳健协方差估计，后者在异方差和序列相关下保持有效。Windmeijer有限样本校正是在此设定下应用于两步GMM估计量的标准稳健调整。
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来源
- Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. Review of Economic Studies, 58(2), 277–297. DOI: 10.2307/2297968 ↗
- Windmeijer, F. (2005). A finite sample correction for the variance of linear efficient two-step GMM estimators. Journal of Econometrics, 126(1), 25–51. DOI: 10.1016/j.jeconom.2004.02.005 ↗
如何引用本页
ScholarGate. (2026, June 3). Robust Dynamic Panel Data Model. ScholarGate. https://scholargate.app/zh/econometrics/robust-dynamic-panel-data-model
Which method?
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.
- Arellano-Bond GMM 估计量计量经济学↔ compare
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- 面板系统GMM（Blundell-Bond估计量）计量经济学↔ compare
- 稳健面板数据分析计量经济学↔ compare