selection in at least half of the imputed data sets (10/20). First, we selected predictors of the intercepts. Second, in a separate model, we selected predictors of the slopes. Third, we combined the predictors of the intercepts and slopes to select the best set of predictors. Finally, non-significant predictors of the intercepts and slopes were removed to retain only significant predictors in the final model.