报告人：金泽群，上海财经大学u8国际副教授

主持人：陈鉴堃，u8国际讲师

报告题目：Quantile Treatment Effects under Local Interference

时间：2026年6月4日（周四）13:30-15:00

地点：科研楼1115

摘要：We study quantile treatment effects (QTE) under network interference. For units sharing the same degree, our estimands compare outcome quantiles across exposure configurations that differ in own treatment and the number of treated neighbors. Under a local-interference condition and mild restrictions on the degree distribution, these QTEs are point identified. We establish consistency and weak convergence the proposed estimator. We develop dependence-robust inference based on Gaussian bootstrap and construct the uniform confidence bands. Monte Carlo experiments document small finite-sample bias and near-nominal coverage across a range of network designs. In an application to a randomized input-subsidy program in Mozambique, we uncover substantial distributional heterogeneity in both direct and spillover effects.

主讲人简介：金泽群，上海财经大学u8国际副教授，研究领域主要包括因果推断以及政策学习。已在《Journal of Business & Economic Statistics》、《Econometric Theory》、《管理科学学报》等国内外权威期刊发表多篇论文，主持国家自然科学基金面上项目、青年项目，荣获2021上海市超级博士后资助。