具有聚类干扰的随机政策效应的高效非参数估计

IF 3 1区数学 Q1 STATISTICS & PROBABILITY

Journal of the American Statistical Association Pub Date : 2024-04-09 DOI:10.1080/01621459.2024.2340789

Chanhwa Lee, Donglin Zeng, Michael G. Hudgens

引用次数: 0

摘要

当一个单位的治疗（或暴露）影响到另一个单位的结果时，就会产生干扰。在某些情况下，单位可能会被分组，因此可以合理地假设干扰......

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Efficient Nonparametric Estimation of Stochastic Policy Effects with Clustered Interference

Interference occurs when a unit’s treatment (or exposure) affects another unit’s outcome. In some settings, units may be grouped into clusters such that it is reasonable to assume that interference...

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来源期刊

Journal of the American Statistical Association 数学-统计学与概率论

CiteScore

7.50

自引率

8.10%

发文量

168

审稿时长

12 months

期刊介绍： Established in 1888 and published quarterly in March, June, September, and December, the Journal of the American Statistical Association ( JASA ) has long been considered the premier journal of statistical science. Articles focus on statistical applications, theory, and methods in economic, social, physical, engineering, and health sciences. Important books contributing to statistical advancement are reviewed in JASA . JASA is indexed in Current Index to Statistics and MathSci Online and reviewed in Mathematical Reviews. JASA is abstracted by Access Company and is indexed and abstracted in the SRM Database of Social Research Methodology.