Called on the first call to update

ilabels is a list of n_i x n_i matrices containing integer labels that correspond to specific correlation parameters. Two elements of ilabels[i] with the same label share identical variance components.

designx is a matrix, with each row containing dummy variables indicating which variance components are associated with the corresponding element of QY.