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Global hypothesis testing for high-dimensional repeated measures outcomes

High-throughput technology in metabolomics, genomics, and proteomics gives rise to high dimension, low sample size data when the number of metabolites, genes, or proteins exceeds the sample size. For a limited class of designs, the classic ‘univariate approach’ for Gaussian repeated measures can pro...

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Detalhes bibliográficos
Main Authors: Chi, Yueh-Yun, Gribbin, Matthew, Lamers, Yvonne, Gregory, Jesse F., Muller, Keith E.
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3396026/
https://ncbi.nlm.nih.gov/pubmed/22161561
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.4435
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