Near real-time surveillance of the SARS-CoV-2 epidemic with incomplete data

• Pablo M. De Salazar ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  * E-mail: pablom@hsph.harvard.edu

  Affiliation Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, Massachusetts, United States of america

  https://orcid.org/0000-0002-8096-2001

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• Fred Lu,

  Roles Conceptualization, Formal analysis, Methodology, Software, Writing – original draft

  Affiliations Machine Intelligence Lab, Boston Children’s Hospital, Boston, Massachusetts, United States, Computational Health Informatics Program, Boston Children’s Hospital, Boston, Massachusetts, United States of america

  https://orcid.org/0000-0003-1026-5734

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• James A Hay,

  Roles Conceptualization, Formal analysis, Investigation, Writing – original draft

  Affiliation Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, Massachusetts, United States of america

  https://orcid.org/0000-0002-1998-1844

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• Diana Gómez-Barroso,

  Roles Data curation, Investigation, Resources, Writing – review & editing

  Affiliations Centro Nacional de Epidemiología, Carlos III Health Institute, Madrid, Spain, Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain

  https://orcid.org/0000-0001-7388-1767

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• Pablo Fernández-Navarro,

  Roles Data curation, Investigation, Resources, Visualization, Writing – review & editing

  Affiliations Centro Nacional de Epidemiología, Carlos III Health Institute, Madrid, Spain, Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain

  https://orcid.org/0000-0001-9427-2581

  ⨯
• Elena V Martínez,

  Roles Data curation, Writing – review & editing

  Affiliations Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain, Centro de Coordinación de Alertas y Emergencias Sanitarias, Ministry of Health, Madrid, Spain

  https://orcid.org/0000-0003-1620-7113

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• Jenaro Astray-Mochales,

  Roles Data curation, Investigation, Resources, Writing – review & editing

  Affiliation Directorate-General for Public Health, Madrid General Health Authority, Madrid, Spain

  https://orcid.org/0000-0001-6516-7176

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• Rocío Amillategui,

  Roles Data curation, Investigation, Resources, Writing – review & editing

  Affiliation Centro Nacional de Epidemiología, Carlos III Health Institute, Madrid, Spain

  https://orcid.org/0000-0002-4481-1302

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• Ana García-Fulgueiras,

  Roles Data curation, Investigation, Resources, Writing – review & editing

  Affiliation Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain

  https://orcid.org/0000-0001-5931-3966

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• Maria D Chirlaque,

  Roles Data curation, Investigation, Resources, Writing – review & editing

  Affiliation Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain

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• Alonso Sánchez-Migallón,

  Roles Data curation, Investigation, Resources, Writing – review & editing

  Affiliation Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia, Spain CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain

  https://orcid.org/0000-0001-5662-6772

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• Amparo Larrauri,

  Roles Conceptualization, Investigation, Resources, Writing – review & editing

  Affiliations Centro Nacional de Epidemiología, Carlos III Health Institute, Madrid, Spain, Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain

  https://orcid.org/0000-0002-1704-2245

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• María J Sierra,

  Roles Conceptualization, Resources, Writing – review & editing

  Affiliations Centro de Coordinación de Alertas y Emergencias Sanitarias, Ministry of Health, Madrid, Spain, Consorcio de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINF), Madrid, Spain

  https://orcid.org/0000-0003-0082-1397

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• Marc Lipsitch,

  Roles Conceptualization, Formal analysis, Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, Massachusetts, United States of america

  https://orcid.org/0000-0003-1504-9213

  ⨯
• Fernando Simón,

  Roles Conceptualization, Investigation, Supervision, Writing – review & editing

  Affiliations Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain, Centro de Coordinación de Alertas y Emergencias Sanitarias, Ministry of Health, Madrid, Spain

  https://orcid.org/0000-0002-3052-3430

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• Mauricio Santillana ,

  Roles Formal analysis, Supervision, Writing – original draft

  ¶‡ These authors are joint senior authors on this work.

  Affiliations Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, Massachusetts, United States of america, Machine Intelligence Lab, Boston Children’s Hospital, Boston, Massachusetts, United States, Computational Health Informatics Program, Boston Children’s Hospital, Boston, Massachusetts, United States of america, Department of Pediatrics, Harvard Medical School, Harvard University, Boston, Massachusetts, United States of america

  https://orcid.org/0000-0002-4206-418X

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•  [ ... ],
• Miguel A Hernán

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Resources, Supervision, Writing – original draft

  ¶‡ These authors are joint senior authors on this work.

  Affiliation CAUSALab, Department of Epidemiology and Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of america

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