Predicting the frequency of positive laboratory submissions for porcine reproductive and respiratory syndrome in Ontario, Canada, using autoregressive integrated moving average, exponential smoothing, random forest, and recurrent neural network

• Tatiana Petukhova ,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Visualization, Writing – original draft

  * E-mail: tpetukho@uoguelph.ca

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

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

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• Maria Spinato,

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

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

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• Tanya Rossi,

  Roles Data curation, Writing – review & editing

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

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• Michele T. Guerin ,

  Contributed equally to this work with: Michele T. Guerin, Cathy A. Bauman

  Roles Writing – review & editing

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

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• Cathy A. Bauman ,

  Contributed equally to this work with: Michele T. Guerin, Cathy A. Bauman

  Roles Writing – review & editing

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

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• Pauline Nelson-Smikle,

  Roles Data curation, Software, Writing – review & editing

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

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• Davor Ojkic,

  Roles Investigation, Writing – review & editing

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

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• Zvonimir Poljak

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

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

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