Estimating fine age structure and time trends in human contact patterns from coarse contact data: The Bayesian rate consistency model

• Shozen Dan ,

  Contributed equally to this work with: Shozen Dan, Yu Chen, Oliver Ratmann

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

  * E-mail: shozen.dan21@imperial.ac.uk (SD); oliver.ratmann@imperial.ac.uk (OR)

  ¤ Current Address: Imperial College London, Exhibition Road, London, United Kingdom

  ¶‡ These authors share first authorship on this work.

  Affiliation Department of Mathematics, Imperial College London, London, England, United Kingdom

  https://orcid.org/0000-0001-5575-641X

  ⨯
• Yu Chen ,

  Contributed equally to this work with: Shozen Dan, Yu Chen, Oliver Ratmann

  Roles Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  ¤ Current Address: Imperial College London, Exhibition Road, London, United Kingdom

  ¶‡ These authors share first authorship on this work.

  Affiliation Department of Mathematics, Imperial College London, London, England, United Kingdom

  https://orcid.org/0000-0002-7528-2298

  ⨯
• Yining Chen,

  Roles Methodology

  Affiliation Department of Mathematics, Imperial College London, London, England, United Kingdom

  ⨯
• Melodie Monod,

  Roles Methodology

  Affiliation Department of Mathematics, Imperial College London, London, England, United Kingdom

  ⨯
• Veronika K. Jaeger,

  Roles Conceptualization, Data curation, Funding acquisition, Resources, Writing – review & editing

  Affiliation Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany

  https://orcid.org/0000-0002-6913-0976

  ⨯
• Samir Bhatt,

  Roles Methodology, Writing – review & editing

  Affiliations School of Public Health, Imperial College London, London, England, United Kingdom, Department of Public Health, University of Copenhagen, Copenhagen, Denmark

  ⨯
• André Karch,

  Roles Data curation, Funding acquisition, Writing – review & editing

  Affiliation Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany

  ⨯
• Oliver Ratmann ,

  Contributed equally to this work with: Shozen Dan, Yu Chen, Oliver Ratmann

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: shozen.dan21@imperial.ac.uk (SD); oliver.ratmann@imperial.ac.uk (OR)

  ¤ Current Address: Imperial College London, Exhibition Road, London, United Kingdom

  Affiliation Department of Mathematics, Imperial College London, London, England, United Kingdom

  https://orcid.org/0000-0001-8667-4118

  ⨯
• on behalf of the Machine Learning & Global Health network