Regression modelEconometrics / time series
稳健面板数据分析
稳健面板数据分析应用标准面板估计量——固定效应、随机效应或混合普通最小二乘法——同时用聚类稳健或异方差一致（HC）的变体替换常规标准误。点估计保持不变；改变的是用于推断的方差-协方差矩阵，使得即使在误差是异方差的或在时间序列中截面单位内部相关的条件下，t检验和F检验也有效。
阅读完整方法
仅限会员
登录使用免费账户登录即可阅读本节。
Method map
The neighbourhood of related methods — select a node to explore.
来源
- Arellano, M. (1987). Computing robust standard errors for within-groups estimators. Oxford Bulletin of Economics and Statistics, 49(4), 431–434. link ↗
- Cameron, A. C., & Trivedi, P. K. (2015). Microeconometrics: Methods and Applications. Cambridge University Press. ISBN: 978-0521848053
如何引用本页
ScholarGate. (2026, June 3). Robust Panel Data Analysis with Cluster-Robust and Heteroscedasticity-Consistent Inference. ScholarGate. https://scholargate.app/zh/econometrics/robust-panel-data-analysis
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.
- 固定效应模型计量经济学↔ compare
- 面板数据分析计量经济学↔ compare
- 面板固定效应模型计量经济学↔ compare
- 面板 Hausman 检验计量经济学↔ compare
- 面板随机效应模型计量经济学↔ compare
- 稳健OLS（具有稳健标准误的OLS）计量经济学↔ compare