ON OPTIMAL DESIGN FOR A POISSON REGRESSION MODEL WITH RANDOM INTERCEPT
Preprint series: 08-09, Preprints
- 62K05 Optimal designs
- 62J12 Generalized linear models
Abstract: Most of the research on optimal designs concentrates on linear and non-linear 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 design are identical across the individuals, but depend on the variance.
Keywords: Poisson Regression Models; Optimal Designs; Quasi-likelihood ; Information Matrix
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