A U-statistic-based test of treatment effect heterogeneity

نویسندگان

چکیده

Many studies include a goal of determining whether there is treatment effect heterogeneity across different subpopulations. In this paper, we propose U-statistic-based nonparametric test the null hypothesis that effects are identical in subgroups. The proposed provides more power than standard parametric when underlying distribution assumptions latter violated. We apply method to data from an economic study programme effectiveness and find

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ژورنال

عنوان ژورنال: Journal of Nonparametric Statistics

سال: 2022

ISSN: ['1029-0311', '1026-7654', '1048-5252']

DOI: https://doi.org/10.1080/10485252.2022.2025804