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Degree and centrality-based approaches in network-based variable selection: Insights from the Singapore Longitudinal Aging Study

We describe a network-based method to obtain a subset of representative variables from clinical data of subjects of the second Singapore Longitudinal Aging Study (SLAS-2), while preserving to a good extent the predictive performance of the full set with regards to a multi-faceted index of successful...

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Detalles Bibliográficos
Autores principales:	Valenzuela, Jesus Felix Bayta, Monterola, Christopher, Tong, Victor Joo Chuan, Fülöp, Tamàs, Ng, Tze Pin, Larbi, Anis
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6638841/ https://www.ncbi.nlm.nih.gov/pubmed/31318894 http://dx.doi.org/10.1371/journal.pone.0219186

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