Multicollinear physical activity accelerometry data and associations to cardiometabolic health: challenges, pitfalls, and potential solutions

Multicollinear physical activity accelerometry data and associations to cardiometabolic health: challenges, pitfalls, and potential solutions

Abstract Background The analysis of associations between accelerometer-derived physical activity (PA) intensities and cardiometabolic health is a major challenge due to multicollinearity between the explanatory variables. This challenge has facilitated the application of different analytic approache...

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Bibliographic Details
Main Authors: Eivind Aadland, Olav Martin Kvalheim, Sigmund Alfred Anderssen, Geir Kåre Resaland, Lars Bo Andersen
Format: Article
Language:English
Published: BMC 2019-08-01
Series:International Journal of Behavioral Nutrition and Physical Activity
Subjects:
Multivariate pattern analysis
Compositional data analysis
Multiple linear regression
Multicollinearity
Statistics
Children
Online Access:http://link.springer.com/article/10.1186/s12966-019-0836-z

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http://link.springer.com/article/10.1186/s12966-019-0836-z

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