作者
Kevin Han, Guillaume Basse, Iavor Bojinov
发表日期
2024/1/1
期刊
Journal of Econometrics
卷号
238
期号
1
页码范围
105565
出版商
North-Holland
简介
The phenomenon of population interference, where a treatment assigned to one experimental unit affects another experimental unit’s outcome, has received considerable attention in standard randomized experiments. The complications produced by population interference in this setting are now readily recognized, and partial remedies are well known. Less understood is the impact of population interference in panel experiments where treatment is sequentially randomized in the population, and the outcomes are observed at each time step. This paper proposes a general framework for studying population interference in panel experiments and presents new finite population estimation and inference results. Our findings suggest that, under mild assumptions, the addition of a temporal dimension to an experiment alleviates some of the challenges of population interference for certain estimands. In contrast, we show …
引用总数
学术搜索中的文章