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ANOVA-HD: Analysis of variance when both input and output layers are high-dimensional

Modern genomic data sets often involve multiple data-layers (e.g., DNA-sequence, gene expression), each of which itself can be high-dimensional. The biological processes underlying these data-layers can lead to intricate multivariate association patterns. We propose and evaluate two methods to deter...

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Detalles Bibliográficos
Autores principales: de los Campos, Gustavo, Pook, Torsten, Gonzalez-Reymundez, Agustin, Simianer, Henner, Mias, George, Vazquez, Ana I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7735570/
https://www.ncbi.nlm.nih.gov/pubmed/33315963
http://dx.doi.org/10.1371/journal.pone.0243251