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Large-Scale Simultaneous Testing of Cross-Covariance Matrices with Applications to PheWAS

Motivated by applications in phenome-wide association studies (PheWAS), we consider in this paper simultaneous testing of columns of high-dimensional cross-covariance matrices and develop a multiple testing procedure with theoretical guarantees. It is shown that the proposed testing procedure mainta...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Stat Sin
Egile Nagusiak: Cai, Tianxi, Cai, T. Tony, Liao, Katherine, Liu, Weidong
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2019
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC6937133/
https://ncbi.nlm.nih.gov/pubmed/31889766
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.202017.0189
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