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Joint testing and false discovery rate control in high-dimensional multivariate regression

Multivariate regression with high-dimensional covariates has many applications in genomic and genetic research, in which some covariates are expected to be associated with multiple responses. This paper considers joint testing for regression coefficients over multiple responses and develops simultan...

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Vydáno v:Biometrika
Hlavní autoři: Xia, Yin, Cai, T Tony, Li, Hongzhe
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6374004/
https://ncbi.nlm.nih.gov/pubmed/30799872
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asx085
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