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

• Main Authors: Valenzuela, Jesus Felix Bayta, Monterola, Christopher, Tong, Victor Joo Chuan, Fülöp, Tamàs, Ng, Tze Pin, Larbi, Anis
• Other Authors: Mariño, Inés P.
• Format: Article
• Language: English
• Published: 2019
• Subjects: Science::Biological sciences; Variables; Network-based
• Online Access: https://hdl.handle.net/10356/85645; http://hdl.handle.net/10220/49823
• Institution: Nanyang Technological University

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...