An analysis of pacing profiles in sprint kayak racing using functional principal components and hidden Markov models

• Harry Estreich ,

  Roles Formal analysis, Investigation, Methodology, Writing – original draft

  * E-mail: harry.estreich@hdr.qut.edu.au

  Affiliations School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia, Centre for Data Science, Queensland University of Technology, Brisbane, Queensland, Australia

  https://orcid.org/0000-0003-0955-6358

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• Nicola Bullock ,

  Contributed equally to this work with: Nicola Bullock, Mark Osborne, Edgar Santos-Fernandez, Paul Pao-Yen Wu

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

  Affiliations Paddle Australia, Gold Coast, Queensland, Australia, Australian Institute of Sport, Gold Coast, Queensland, Australia, Bond Institute of Health and Sport, Bond University, Gold Coast, Queensland, Australia

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• Mark Osborne ,

  Contributed equally to this work with: Nicola Bullock, Mark Osborne, Edgar Santos-Fernandez, Paul Pao-Yen Wu

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

  Affiliation Paddle Australia, Gold Coast, Queensland, Australia

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• Edgar Santos-Fernandez ,

  Contributed equally to this work with: Nicola Bullock, Mark Osborne, Edgar Santos-Fernandez, Paul Pao-Yen Wu

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

  Affiliations School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia, Centre for Data Science, Queensland University of Technology, Brisbane, Queensland, Australia

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• Paul Pao-Yen Wu

  Contributed equally to this work with: Nicola Bullock, Mark Osborne, Edgar Santos-Fernandez, Paul Pao-Yen Wu

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

  Affiliations School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia, Centre for Data Science, Queensland University of Technology, Brisbane, Queensland, Australia

  https://orcid.org/0000-0001-5960-8203

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