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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.