Common and cluster-specific simultaneous component analysis.

In many fields of research, so-called 'multiblock' data are collected, i.e., data containing multivariate observations that are nested within higher-level research units (e.g., inhabitants of different countries). Each higher-level unit (e.g., country) then corresponds to a 'data bloc...

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Bibliographic Details
Main Authors: Kim De Roover, Marieke E Timmerman, Batja Mesquita, Eva Ceulemans
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3648553?pdf=render