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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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Bibliografiske detaljer
Udgivet i:Biometrika
Main Authors: Xu, Gongjun, Lin, Lifeng, Wei, Peng, Pan, Wei
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2016
Fag:
Online adgang: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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