Mixed-effect Location Scale Model with BS variance model

[mike-lawrence]

Check out this lecture, which covers a hierarchical location-scale model (also has a binomial outcome as well as the Gaussian, but you can ignore that if you don’t have similar data):

Multiple outcome types in a single model; hierarchical model with effects on measurement noise