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

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Publication:5226618
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DOI10.5705/ss.202017.0189zbMath1422.62262OpenAlexW2779429142WikidataQ92339361 ScholiaQ92339361MaRDI QIDQ5226618

Tianxi Cai, T. Tony Cai, Wei-Dong Liu, Katherine P. Liao

Publication date: 1 August 2019

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc6937133

zbMATH Keywords

covariancemultiple testingfalse discovery ratemultiple responsesPheWAS


Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Measures of association (correlation, canonical correlation, etc.) (62H20) Analysis of variance and covariance (ANOVA) (62J10) Paired and multiple comparisons; multiple testing (62J15)


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Large-Scale Inference of Multivariate Regression for Heavy-Tailed and Asymmetric Data, Rate-optimal perturbation bounds for singular subspaces with applications to high-dimensional statistics



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