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

• Jesus Felix Bayta Valenzuela ,

  Roles Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jvalenzuela@aim.edu (JFBV); cmonterola@aim.edu (CM)

  Affiliations Computing Science Department, Institute of High Performance Computing, Singapore, Singapore, Analytics, Computing and Complex Systems Laboratory, Asian Institute of Management, Makati City, Philippines, Aboitiz School of Innovation, Technology and Entrepreneurship, Asian Institute of Management, Makati City, Philippines

  http://orcid.org/0000-0002-0935-3369

  ⨯
• Christopher Monterola ,

  Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

  * E-mail: jvalenzuela@aim.edu (JFBV); cmonterola@aim.edu (CM)

  Affiliations Computing Science Department, Institute of High Performance Computing, Singapore, Singapore, Analytics, Computing and Complex Systems Laboratory, Asian Institute of Management, Makati City, Philippines, Aboitiz School of Innovation, Technology and Entrepreneurship, Asian Institute of Management, Makati City, Philippines

  ⨯
• Victor Joo Chuan Tong,

  Roles Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Social and Cognitive Computing Department, Institute of High Performance Computing, Singapore, Singapore, Yong Loo Lin School of Medicine, Department of Biochemistry, National University of Singapore, Singapore, Singapore

  ⨯
• Tamàs Fülöp,

  Roles Supervision, Writing – review & editing

  Affiliation Department of Medicine, University of Sherbrooke, Quebec, Canada

  ⨯
• Tze Pin Ng ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Supervision, Validation, Writing – review & editing

  ¶‡ Equal senior authors for this work.

  Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Department of Psychological Medicine, Singapore, Singapore

  ⨯
• Anis Larbi

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

  ¶‡ Equal senior authors for this work.

  Affiliations Department of Medicine, University of Sherbrooke, Quebec, Canada, Singapore Immunology Network, Singapore, Singapore, Yong Loo Lin School of Medicine, National University of Singapore, Department of Microbiology and Immunology, Singapore, Singapore, School of Biological Sciences, Nanyang Technological University (NTU), Singapore, Singapore, Department of Biology, Faculty of Sciences, Tunis El Manar University, Tunis, Tunisia

  ⨯