Assessment of autoregressive integrated moving average (ARIMA), generalized linear autoregressive moving average (GLARMA), and random forest (RF) time series regression models for predicting influenza A virus frequency in swine in Ontario, Canada

• Tatiana Petukhova ,

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

  * E-mail: tpetukho@uoguelph.ca

  Affiliation Department of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada

  http://orcid.org/0000-0001-7348-3451

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• Davor Ojkic,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Animal Health Laboratory, Laboratory Services Division, University of Guelph, Guelph, ON, Canada

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• Beverly McEwen,

  Roles Data curation, Writing – review & editing

  Affiliation Animal Health Laboratory, Laboratory Services Division, University of Guelph, Guelph, ON, Canada

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• Rob Deardon,

  Roles Writing – review & editing

  Affiliations Department of Production Animal Health, University of Calgary, Calgary, AB, Canada, Department of Mathematics and Statistics, University of Calgary, Calgary, AB, Canada

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• Zvonimir Poljak

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada

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