When the outcome is compositional: A method for conducting compositional response linear mixed models for physical activity, sedentary behaviour and sleep research

• Aaron Miatke ,

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

  * E-mail: aaron.miatke@mymail.unisa.edu.au

  Affiliations Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia,, Centre for Adolescent Health, Murdoch Children’s Research Institute, Melbourne, Australia

  https://orcid.org/0000-0002-4329-9730

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• Ty Stanford,

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliation Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia,

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• Tim Olds,

  Roles Funding acquisition, Writing – review & editing

  Affiliations Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia,, Centre for Adolescent Health, Murdoch Children’s Research Institute, Melbourne, Australia

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• Francois Fraysse,

  Roles Writing – review & editing

  Affiliation Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia,

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• Carol Maher,

  Roles Writing – review & editing

  Affiliation Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia,

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• Josep Antoni Martin-Fernandez,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Computer Science, Applied Mathematics and Statistics, University of Girona, Girona, Spain

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• Dot Dumuid

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliations Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia,, Centre for Adolescent Health, Murdoch Children’s Research Institute, Melbourne, Australia

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