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Cauchy combination test: a powerful test with analytic p-value calculation under arbitrary dependency structures

Combining individual p-values to aggregate multiple small effects has a long-standing interest in statistics, dating back to the classic Fisher’s combination test. In modern large-scale data analysis, correlation and sparsity are common features and efficient computation is a necessary requirement f...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Liu, Yaowu, Xie, Jun
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7531765/
https://ncbi.nlm.nih.gov/pubmed/33012899
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1554485
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