Compositional data analysis for physical activity, sedentary time and sleep research

Dorothea Dumuid, Tyman E. Stanford, Josep-Antoni Martin-Fernandez, Zeljko Pedisic, Carol A. Maher, Lucy K. Lewis, Karel Hron, Peter T. Katzmarzyk, Jean-Philippe Chaput, Mikael Fogelholm, Gang Hu, Estelle V. Lambert, Jose Maia, Olga L. Sarmiento, Martyn Standage, Tiago V. Barreira, Stephanie T. Broyles, Catrine Tudor-Locke, Mark S. Tremblay, Timothy Olds

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalStatistical Methods in Medical Research
Volume27
Issue number12
Pages (from-to)3726-3738
Number of pages13
ISSN0962-2802
DOIs
Publication statusPublished - Dec 2018
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Compositional data analysis
  • physical activity
  • sedentary behaviour
  • sleep
  • multicollinearity
  • SCHOOL-AGED CHILDREN
  • HEALTH INDICATORS
  • CARDIORESPIRATORY FITNESS
  • BODY-COMPOSITION
  • BEHAVIOR
  • DURATION
  • ADIPOSITY
  • ASSOCIATIONS
  • METHODOLOGY
  • INACTIVITY
  • 3142 Public health care science, environmental and occupational health

Cite this

Dumuid, D., Stanford, T. E., Martin-Fernandez, J-A., Pedisic, Z., Maher, C. A., Lewis, L. K., ... Olds, T. (2018). Compositional data analysis for physical activity, sedentary time and sleep research. Statistical Methods in Medical Research, 27(12), 3726-3738. https://doi.org/10.1177/0962280217710835
Dumuid, Dorothea ; Stanford, Tyman E. ; Martin-Fernandez, Josep-Antoni ; Pedisic, Zeljko ; Maher, Carol A. ; Lewis, Lucy K. ; Hron, Karel ; Katzmarzyk, Peter T. ; Chaput, Jean-Philippe ; Fogelholm, Mikael ; Hu, Gang ; Lambert, Estelle V. ; Maia, Jose ; Sarmiento, Olga L. ; Standage, Martyn ; Barreira, Tiago V. ; Broyles, Stephanie T. ; Tudor-Locke, Catrine ; Tremblay, Mark S. ; Olds, Timothy. / Compositional data analysis for physical activity, sedentary time and sleep research. In: Statistical Methods in Medical Research. 2018 ; Vol. 27, No. 12. pp. 3726-3738.
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title = "Compositional data analysis for physical activity, sedentary time and sleep research",
keywords = "Compositional data analysis, physical activity, sedentary behaviour, sleep, multicollinearity, SCHOOL-AGED CHILDREN, HEALTH INDICATORS, CARDIORESPIRATORY FITNESS, BODY-COMPOSITION, BEHAVIOR, DURATION, ADIPOSITY, ASSOCIATIONS, METHODOLOGY, INACTIVITY, 3142 Public health care science, environmental and occupational health",
author = "Dorothea Dumuid and Stanford, {Tyman E.} and Josep-Antoni Martin-Fernandez and Zeljko Pedisic and Maher, {Carol A.} and Lewis, {Lucy K.} and Karel Hron and Katzmarzyk, {Peter T.} and Jean-Philippe Chaput and Mikael Fogelholm and Gang Hu and Lambert, {Estelle V.} and Jose Maia and Sarmiento, {Olga L.} and Martyn Standage and Barreira, {Tiago V.} and Broyles, {Stephanie T.} and Catrine Tudor-Locke and Tremblay, {Mark S.} and Timothy Olds",
year = "2018",
month = "12",
doi = "10.1177/0962280217710835",
language = "English",
volume = "27",
pages = "3726--3738",
journal = "Statistical Methods in Medical Research",
issn = "0962-2802",
publisher = "SAGE Publications Ltd",
number = "12",

}

Dumuid, D, Stanford, TE, Martin-Fernandez, J-A, Pedisic, Z, Maher, CA, Lewis, LK, Hron, K, Katzmarzyk, PT, Chaput, J-P, Fogelholm, M, Hu, G, Lambert, EV, Maia, J, Sarmiento, OL, Standage, M, Barreira, TV, Broyles, ST, Tudor-Locke, C, Tremblay, MS & Olds, T 2018, 'Compositional data analysis for physical activity, sedentary time and sleep research', Statistical Methods in Medical Research, vol. 27, no. 12, pp. 3726-3738. https://doi.org/10.1177/0962280217710835

Compositional data analysis for physical activity, sedentary time and sleep research. / Dumuid, Dorothea; Stanford, Tyman E.; Martin-Fernandez, Josep-Antoni; Pedisic, Zeljko; Maher, Carol A.; Lewis, Lucy K.; Hron, Karel; Katzmarzyk, Peter T.; Chaput, Jean-Philippe; Fogelholm, Mikael; Hu, Gang; Lambert, Estelle V.; Maia, Jose; Sarmiento, Olga L.; Standage, Martyn; Barreira, Tiago V.; Broyles, Stephanie T.; Tudor-Locke, Catrine; Tremblay, Mark S.; Olds, Timothy.

In: Statistical Methods in Medical Research, Vol. 27, No. 12, 12.2018, p. 3726-3738.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Compositional data analysis for physical activity, sedentary time and sleep research

AU - Dumuid, Dorothea

AU - Stanford, Tyman E.

AU - Martin-Fernandez, Josep-Antoni

AU - Pedisic, Zeljko

AU - Maher, Carol A.

AU - Lewis, Lucy K.

AU - Hron, Karel

AU - Katzmarzyk, Peter T.

AU - Chaput, Jean-Philippe

AU - Fogelholm, Mikael

AU - Hu, Gang

AU - Lambert, Estelle V.

AU - Maia, Jose

AU - Sarmiento, Olga L.

AU - Standage, Martyn

AU - Barreira, Tiago V.

AU - Broyles, Stephanie T.

AU - Tudor-Locke, Catrine

AU - Tremblay, Mark S.

AU - Olds, Timothy

PY - 2018/12

Y1 - 2018/12

KW - Compositional data analysis

KW - physical activity

KW - sedentary behaviour

KW - sleep

KW - multicollinearity

KW - SCHOOL-AGED CHILDREN

KW - HEALTH INDICATORS

KW - CARDIORESPIRATORY FITNESS

KW - BODY-COMPOSITION

KW - BEHAVIOR

KW - DURATION

KW - ADIPOSITY

KW - ASSOCIATIONS

KW - METHODOLOGY

KW - INACTIVITY

KW - 3142 Public health care science, environmental and occupational health

U2 - 10.1177/0962280217710835

DO - 10.1177/0962280217710835

M3 - Article

VL - 27

SP - 3726

EP - 3738

JO - Statistical Methods in Medical Research

JF - Statistical Methods in Medical Research

SN - 0962-2802

IS - 12

ER -

Dumuid D, Stanford TE, Martin-Fernandez J-A, Pedisic Z, Maher CA, Lewis LK et al. Compositional data analysis for physical activity, sedentary time and sleep research. Statistical Methods in Medical Research. 2018 Dec;27(12):3726-3738. https://doi.org/10.1177/0962280217710835