Hierarchical generalized linear model

Hierarchical generalized linear model (HGLM) is an extension of generalized linear model, but hierarchical generalized linear model allows different error components. The error components can be correlated and not necessarily follow Normal distribution.

Model and assumptions

In generalized linear models,