Prediction intervals for future BMI values of individual children - a non-parametric approach by quantile boosting

摘要

BackgroundThe construction of prediction intervals (PIs) for future body mass index (BMI) values of individual children based on a recent German birth cohort study with n = 2007 children is problematic for standard parametric approaches, as the BMI distribution in childhood is typically skewed depending on age.