Interpretation of Multivariate Association Patterns between Multicollinear Physical Activity Accelerometry Data and Cardiometabolic Health in Children—A Tutorial

Interpretation of Multivariate Association Patterns between Multicollinear Physical Activity Accelerometry Data and Cardiometabolic Health in Children—A Tutorial

Associations between multicollinear accelerometry-derived physical activity (PA) data and cardiometabolic health in children needs to be analyzed using an approach that can handle collinearity among the explanatory variables. The aim of this paper is to provide readers a tutorial overview of interpr...

Full description

Bibliographic Details
Main Authors: Eivind Aadland, Lars Bo Andersen, Geir Kåre Resaland, Olav Martin Kvalheim
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Metabolites
Subjects:
multivariate pattern analysis
multiple linear regression
multicollinearity
statistics
cardiometabolic health
children
accelerometer
intensity
Online Access:https://www.mdpi.com/2218-1989/9/7/129

Internet

https://www.mdpi.com/2218-1989/9/7/129

Similar Items