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

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Title: When the outcome is compositional: A method for conducting compositional response linear mixed models for physical activity, sedentary behaviour and sleep research.
Authors: Miatke A; 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., Stanford T; Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia., Olds T; 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., Fraysse F; Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia., Maher C; Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia., Martin-Fernandez JA; Department of Computer Science, Applied Mathematics and Statistics, University of Girona, Girona, Spain., Dumuid D; 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.
Source: PloS one [PLoS One] 2026 Jan 28; Vol. 21 (1), pp. e0340373. Date of Electronic Publication: 2026 Jan 28 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: When the outcome is compositional: A method for conducting compositional response linear mixed models for physical activity, sedentary behaviour and sleep research.
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  Data: <searchLink fieldCode="AU" term="%22Miatke+A%22">Miatke A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Stanford+T%22">Stanford T</searchLink>; Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia.<br /><searchLink fieldCode="AU" term="%22Olds+T%22">Olds T</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Fraysse+F%22">Fraysse F</searchLink>; Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia.<br /><searchLink fieldCode="AU" term="%22Maher+C%22">Maher C</searchLink>; Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, SA, Australia.<br /><searchLink fieldCode="AU" term="%22Martin-Fernandez+JA%22">Martin-Fernandez JA</searchLink>; Department of Computer Science, Applied Mathematics and Statistics, University of Girona, Girona, Spain.<br /><searchLink fieldCode="AU" term="%22Dumuid+D%22">Dumuid D</searchLink>; 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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