Regression modelQuasi-experimental / causal inference
面板事件研究
面板事件研究是一种准实验设计，它利用个体和时间固定效应来识别因果效应，追踪政策事件前后结果变量的演变。该方法广泛应用于经济学和政策研究，用于检验预期效应、验证平行前趋势，并估计处理后不同时间范围内的动态处理效应——使其成为使用观测面板数据进行严谨政策评估的标准工具。
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Method map
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来源
- Callaway, B., & Sant'Anna, P. H. C. (2021). Difference-in-differences with multiple time periods. Journal of Econometrics, 225(2), 200-230. DOI: 10.1016/j.jeconom.2020.12.001 ↗
- Borusyak, K., Jaravel, X., & Spiess, J. (2024). Revisiting event study designs: Robust and efficient estimation. Review of Economic Studies, 91(6), 3253-3285. DOI: 10.1093/restud/rdae007 ↗
如何引用本页
ScholarGate. (2026, June 3). Policy Evaluation Panel Event Study Design. ScholarGate. https://scholargate.app/zh/causal-inference/policy-evaluation-panel-event-study
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.
- 双重差分法 (Diff-in-Diff)计量经济学↔ compare
- 因果推断的工具变量（IV）方法卫生经济学↔ compare
- 面板数据固定效应模型计量经济学↔ compare
- 倾向得分匹配研究统计学↔ compare
- 回归断点设计 (Regression Discontinuity Design, RDD)因果推断↔ compare
- 合成对照法 (SCM)因果推断↔ compare