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FarmTest: Factor-adjusted robust multiple testing with approximate false discovery control

Large-scale multiple testing with correlated and heavy-tailed data arises in a wide range of research areas from genomics, medical imaging to finance. Conventional methods for estimating the false discovery proportion (FDP) often ignore the effect of heavy-tailedness and the dependence structure amo...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Fan, Jianqing, Ke, Yuan, Sun, Qiang, Zhou, Wen-Xin
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7539891/
https://ncbi.nlm.nih.gov/pubmed/33033420
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1527700
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