Linear and Machine Learning modelling for spatiotemporal disease predictions: Force-of-Infection of Chagas disease

• Julia Ledien ,

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

  * E-mail: j.ledien@sussex.ac.uk

  Affiliation School of Life Sciences, University of Sussex, Falmer, Brighton, United Kingdom

  https://orcid.org/0000-0002-6116-8371

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• Zulma M. Cucunubá,

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Supervision

  Affiliations London Centre for Neglected Tropical Disease Research & MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom, Departamento de Epidemiología Clínica y Bioestadística, Facultad de Medicina, Universidad Pontificia Javeriana, Bogotá, Colombia

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• Gabriel Parra-Henao,

  Roles Conceptualization, Data curation, Investigation, Methodology

  Affiliations Centro de Investigación en Salud para el Trópico, Universidad Cooperativa de Colombia, Santa Marta, Colombia, National Institute of Health, Bogotá, Colombia

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• Eliana Rodríguez-Monguí,

  Roles Conceptualization, Data curation, Investigation, Methodology

  Affiliation Independent consultant to the Neglected, Tropical and Vector Borne Diseases Program, Pan American Health Organization (PAHO), Bogota, Colombia

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• Andrew P. Dobson,

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

  Affiliation Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America

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• Susana B. Adamo,

  Roles Conceptualization, Investigation, Methodology

  Affiliation Center for International Earth Science Information Network (CIESIN), Columbia Climate School, Columbia University, New York, New York, United States of America

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• María-Gloria Basáñez,

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

  Affiliation London Centre for Neglected Tropical Disease Research & MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom

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• Pierre Nouvellet

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Supervision, Writing – review & editing

  Affiliation School of Life Sciences, University of Sussex, Falmer, Brighton, United Kingdom

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