现代产业经济学系列讲座第289期
时 间：2025年12月9日（周二）14:00-15:30
地 点： 管理学院史带楼603室
题 目：Quantile Treatment Effects under Local Interference
主 讲 人：金泽群 副教授 上海财经大学
主持人：俞学文 副教授
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 propose two estimators: (i) a degree-stratified nonparametric CQTE estimator, and (ii) a linear quantile-regression estimator. We establish consistency and weak convergence for both procedures and develop dependence-robust inference based on weighted and multiplier bootstrap. 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.
个人简介：金泽群，上海财经大学经济学院副教授，研究领域主要包括微观计量经济学、高维模型估计和因果推断。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。
-
活动讲座
-
新闻动态
-
微信头条
-
招生咨询
-
媒体视角
-
瞰见云课堂
