About the Authors

Younjung Kim

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations Department of Statistics, University of Oxford, Oxford, United Kingdom, Pandemic Sciences Institute, University of Oxford, Oxford, United Kingdom

Junjie Chen

Roles Data curation, Validation, Writing – review & editing

Affiliations Department of Statistics, University of Oxford, Oxford, United Kingdom, Pandemic Sciences Institute, University of Oxford, Oxford, United Kingdom

Alex Yan

Roles Methodology, Validation, Writing – review & editing

Affiliations Department of Statistics, University of Oxford, Oxford, United Kingdom, Pandemic Sciences Institute, University of Oxford, Oxford, United Kingdom

Tarek Alrefae

Roles Methodology, Validation, Writing – review & editing

Affiliations Department of Statistics, University of Oxford, Oxford, United Kingdom, Pandemic Sciences Institute, University of Oxford, Oxford, United Kingdom

Sumali Bajaj

Roles Methodology, Validation, Writing – review & editing

Affiliations Department of Statistics, University of Oxford, Oxford, United Kingdom, Pandemic Sciences Institute, University of Oxford, Oxford, United Kingdom

Christl A. Donnelly

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Supervision, Validation, Visualization, Writing – review & editing

christl.donnelly@stats.ox.ac.uk

Affiliations Department of Statistics, University of Oxford, Oxford, United Kingdom, Pandemic Sciences Institute, University of Oxford, Oxford, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.