MELSM

Assessing the impact of variance heterogeneity and misspecification in mixed-effects location-scale models

Linear Mixed Model (LMM) is a common statistical approach to model the relation between exposure and outcome while capturing individual variability through random effects. However, this model assumes the homogeneity of the error term's variance. …

WIVE

Looking beyond the mean: what within-person variability can tell us about dementia, cardiovascular disease and cystic fibrosis

Demographic factors associated with within-individual variability of lung function for adults with cystic fibrosis: A UK registry study

Lung function is a key outcome used in the evaluation of disease progression in cystic fibrosis. The variability of individual lung function measurements over time (within-individual variability) has been shown to predict subsequent lung function …