http://orcid.org/0000-0003-3503-9899
About the Authors
- Nicholas G. Reich
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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
- Craig J. McGowan
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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
- Teresa K. Yamana
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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
- Abhinav Tushar
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Roles Data curation, Software, Validation, Writing – review & editing
Affiliation School of Computer Science, University of Massachusetts-Amherst, Amherst, Massachusetts, United States of America
- Evan L. Ray
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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
- Dave Osthus
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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
- Sasikiran Kandula
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Roles Conceptualization, Data curation, Validation, Writing – review & editing
Affiliation Department of Environmental Health Sciences, Columbia University, New York, New York, United States of America
- Logan C. Brooks
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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
- Willow Crawford-Crudell
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Roles Validation, Writing – review & editing
Affiliation Department of Mathematics and Statistics, Smith College, Northampton, Massachusetts, United States of America
- Graham Casey Gibson
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Roles Validation, Writing – review & editing
Affiliation Department of Biostatistics and Epidemiology, University of Massachusetts-Amherst, Amherst, Massachusetts, United States of America
- Evan Moore
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Roles Validation, Visualization, Writing – review & editing
Affiliation Department of Biostatistics and Epidemiology, University of Massachusetts-Amherst, Amherst, Massachusetts, United States of America
- Rebecca Silva
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Roles Validation, Writing – review & editing
Affiliation Department of Mathematics and Statistics, Amherst College, Amherst, Massachusetts, United States of America
- Matthew Biggerstaff
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Roles Conceptualization, Writing – review & editing
Affiliation Influenza Division, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
- Michael A. Johansson
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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
- Roni Rosenfeld
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Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing
Affiliation Machine Learning Department, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
- Jeffrey Shaman
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Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing
Affiliation Department of Environmental Health Sciences, Columbia University, New York, New York, United States of America
Competing Interests
I have read the journal’s policy and the authors of this manuscript have the following competing interests: JS and Columbia University disclose partial ownership of SK Analytics.