Linear mixed-effects models are a powerful tool for modelling longitudinal data and are widely used in practice. For a given set of covariates in a linear mixed-effects model, selecting the covariance ...

However, prior studies assume that all available covariates and random-effect components are independent of the model error, which is often violated (endogeneity) in practice. In this study, we first ...