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...

Descripción completa

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

Internet

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

Ejemplares similares