Regression modelEconometrics / time series
时变参数面板数据分析
时变参数（TVP）面板数据分析通过允许斜率系数随时间针对每个单位演变，扩展了标准面板回归。该模型不假设单一的固定或随机系数，而是让每个单位的预测变量与结果之间的关系逐期变化，从而捕捉结构变化、学习效应以及个体和时间上的异质动态。
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来源
- Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717
- Kalman, R. E. (1960). A new approach to linear filtering and prediction problems. Journal of Basic Engineering, 82(1), 35–45. DOI: 10.1115/1.3662552 ↗
如何引用本页
ScholarGate. (2026, June 3). Time-varying Parameter Panel Data Analysis. ScholarGate. https://scholargate.app/zh/econometrics/time-varying-parameter-panel-data-analysis
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