The more theoretical notation of Chapter can be fit to the notation in this chapter. The model structure corresponds to the definitions, the number of layers, sizes of the layers and the uppermost fixed variances 1002. The data X does not differ since it can be found in equation (). The parameters correspond to the sources and the parameters marked with and v.