On optimal design for a Poisson regression model with random intercept

Most of the research on optimal designs concentrates on linear and nonlinear models with fixed effects. In this paper we discuss optimal designs for a Poisson regression model with random intercept. It is shown that the optimal designs are identical across the individuals, but depend on the variance.