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Multi-group analysis using generalized additive kernel canonical correlation analysis

Multivariate analysis has been widely used and one of the popular multivariate analysis methods is canonical correlation analysis (CCA). CCA finds the linear combination in each group that maximizes the Pearson correlation. CCA has been extended to a kernel CCA for nonlinear relationships and genera...

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Detalles Bibliográficos
Autores principales: Bae, Eunseong, Hur, Ji-Won, Kim, Jinyoung, Kwon, Jun Soo, Lee, Jongho, Lee, Sang-Hun, Lim, Chae Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7387565/
https://www.ncbi.nlm.nih.gov/pubmed/32724222
http://dx.doi.org/10.1038/s41598-020-69575-x