Econometric methods for distributional policy effects

该项目旨在开发新的计量经济学方法，通过考虑观察上等同的个体之间的异质性政策影响来衡量分配政策的影响。该项目预计将在差异中差异框架下开发分位数回归方法，该框架将考虑审查和样本选择问题。该项目的成果预计将大大扩大标准的差异中的平均差异方法的范围，并对未来的实证研究作出重大贡献。该项目旨在提供统计上有效的推理程序，并进行与政策评估有关的模拟练习和实证研究，以造福澳大利亚和其他管辖区。

This project aims to develop new econometric methods that can measure distributional policy effects by accounting for heterogeneous policy impacts among observationally equivalent individuals. The project expects to develop quantile regression methods under a difference-in-differences framework that accommodates issues of censoring and sample selection. The outcomes of this project are expected to substantially broaden the scope of the standard mean difference-in-differences approach and have significant contributions to empirical studies in the future. The project intends to provide statistically valid inferential procedures and conduct simulation exercise and empirical studies relevant to policy evaluation for the benefit of Australia and other jurisdictions.