Search results for "Multivariate pattern analysis"

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The multivariate physical activity signature associated with metabolic health in children and youth: An International Children's Accelerometry Databa…

2020

There is solid evidence for an association between physical activity and metabolic health outcomes in children and youth, but for methodological reasons most studies describe the intensity spectrum using only a few summary measures. We aimed to determine the multivariate physical activity intensity signature associated with metabolic health in a large and diverse sample of children and youth, by investigating the association pattern for the entire physical intensity spectrum. We used pooled data from 11 studies and 11,853 participants aged 5.8–18.4 years included in the International Children's Accelerometry Database. We derived 14 accelerometry-derived (ActiGraph) physical activity variabl…

Multivariate statisticsIntensityMetabolic risk factorsAdolescentEpidemiologyPhysical activityPattern analysisBlood Pressure610 Medicine & healthcomputer.software_genre01 natural sciences03 medical and health sciences0302 clinical medicineVDP::Medisinske Fag: 700::Klinisk medisinske fag: 750::Pediatri: 760Multivariate pattern analysisAccelerometryMedicineHumansPooled data030212 general & internal medicine0101 mathematicsChildExerciseMetabolic healthchildhoodSedentary timePediatricDatabasebusiness.industry010102 general mathematicsPublic Health Environmental and Occupational Health10060 Epidemiology Biostatistics and Prevention Institute (EBPI)2739 Public Health Environmental and Occupational Healthmetabolic risk factorsVDP::Medisinske Fag: 700::Idrettsmedisinske fag: 850ChildhoodPeer reviewAccelerometeraccelerometerpediatricICADMulticollinearityInsulin ResistanceSedentary Behaviormultivariate pattern analysisbusinessintensitycomputer2713 Epidemiology
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