Genetic models may be specified in WinBUGS as follows. Under the assumption that an ACE variance decomposition model (additive genetic, shared environmental and non-shared environmental effects) is appropriate for a latent trait θ, the model can be parameterised as a linear random effects model (see also Van den Berg et al. 2006a):
