bi is the random effect coefficients. They are different per cluster i but are assumed to be drawn from the same distribution. In the cl…
a is the fixed effect coefficients. They are the same for all clusters.
Z is the random effect features. Z is assumed to be q dimensional, e.g. there are q features.