Supplement to "Structured additive regression for categorical space-time data: A mixed model approach"

This technical report acts as a supplement to the paper "Structured
additive regression for categorical space-time data: A mixed model
approach" (Kneib and Fahrmeir, Biometrics, 2005, to appear).
Details on several specific models for categorical responses are
given as well as a description on how to construct design matrices
in structured additive regression models. Furthermore some
technical information on inferential issues and additional results
from the simulation studies are provided. To ease orientation,
sections in the supplement are named in analogy to the sections in
the original paper. Also, formulas are presented with the same
numbers.