 GLMMs provide a broad range of models for the analysis of grouped data, since the differences between groups can be modelled as a random effect.These models are useful in the analysis of many kinds of data, including longitudinal data.GLMMs are generally defined as such that conditioned on the random effects, formula_1, the dependent variable, formula_2, is distributed according to an exponential family.