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An adaptive two-sample test for high-dimensional means

Several two-sample tests for high-dimensional data have been proposed recently, but they are powerful only against certain alternative hypotheses. In practice, since the true alternative hypothesis is unknown, it is unclear how to choose a powerful test. We propose an adaptive test that maintains hi...

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書目詳細資料
發表在:Biometrika
Main Authors: Xu, Gongjun, Lin, Lifeng, Wei, Peng, Pan, Wei
格式: Artigo
語言:Inglês
出版: Oxford University Press 2016
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5549874/
https://ncbi.nlm.nih.gov/pubmed/28804142
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asw029
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