Accuracy of real-time multi-model ensemble forecasts for seasonal influenza in the U.S.

• Nicholas G. Reich ,

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

  * E-mail: nick@umass.edu

  Affiliation Department of Biostatistics and Epidemiology, University of Massachusetts-Amherst, Amherst, Massachusetts, United States of America

  http://orcid.org/0000-0003-3503-9899

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• Craig J. McGowan,

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

  Affiliation Influenza Division, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

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• Teresa K. Yamana,

  Roles Conceptualization, Formal analysis, Investigation, Validation, Writing – review & editing

  Affiliation Department of Environmental Health Sciences, Columbia University, New York, New York, United States of America

  http://orcid.org/0000-0001-8349-3151

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• Abhinav Tushar,

  Roles Data curation, Software, Validation, Writing – review & editing

  Affiliation School of Computer Science, University of Massachusetts-Amherst, Amherst, Massachusetts, United States of America

  http://orcid.org/0000-0001-7137-0728

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• Evan L. Ray,

  Roles Conceptualization, Data curation, Formal analysis, Validation, Writing – review & editing

  Affiliation Department of Mathematics and Statistics, Mount Holyoke College, South Hadley, Massachusetts, United States of America

  http://orcid.org/0000-0003-4035-0243

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• Dave Osthus,

  Roles Conceptualization, Data curation, Formal analysis, Validation, Writing – review & editing

  Affiliation Statistical Sciences Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America

  http://orcid.org/0000-0002-4681-091X

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• Sasikiran Kandula,

  Roles Conceptualization, Data curation, Validation, Writing – review & editing

  Affiliation Department of Environmental Health Sciences, Columbia University, New York, New York, United States of America

  http://orcid.org/0000-0002-6248-9097

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• Logan C. Brooks,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Writing – review & editing

  Affiliation Computer Science Department, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

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• Willow Crawford-Crudell,

  Roles Validation, Writing – review & editing

  Affiliation Department of Mathematics and Statistics, Smith College, Northampton, Massachusetts, United States of America

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• Graham Casey Gibson,

  Roles Validation, Writing – review & editing

  Affiliation Department of Biostatistics and Epidemiology, University of Massachusetts-Amherst, Amherst, Massachusetts, United States of America

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• Evan Moore,

  Roles Validation, Visualization, Writing – review & editing

  Affiliation Department of Biostatistics and Epidemiology, University of Massachusetts-Amherst, Amherst, Massachusetts, United States of America

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• Rebecca Silva,

  Roles Validation, Writing – review & editing

  Affiliation Department of Mathematics and Statistics, Amherst College, Amherst, Massachusetts, United States of America

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• Matthew Biggerstaff,

  Roles Conceptualization, Writing – review & editing

  Affiliation Influenza Division, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

  http://orcid.org/0000-0001-5108-8311

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• Michael A. Johansson,

  Roles Conceptualization, Writing – review & editing

  Affiliation Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico, United States of America

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• Roni Rosenfeld,

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

  Affiliation Machine Learning Department, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

  http://orcid.org/0000-0002-3274-5862

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•  [ ... ],
• Jeffrey Shaman

  Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

  Affiliation Department of Environmental Health Sciences, Columbia University, New York, New York, United States of America

  http://orcid.org/0000-0002-7216-7809

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