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RegularizedSCA: Regularized simultaneous component analysis of multiblock data in R

This article introduces a package developed for R (R Core Team, 2017) for performing an integrated analysis of multiple data blocks (i.e., linked data) coming from different sources. The methods in this package combine simultaneous component analysis (SCA) with structured selection of variables. The...

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Detalles Bibliográficos
Autores principales: Gu, Zhengguo, Van Deun, Katrijn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6797642/
https://www.ncbi.nlm.nih.gov/pubmed/30542912
http://dx.doi.org/10.3758/s13428-018-1163-z