It is worthwhile to compare the statistical approach here with some other approaches: • Transformation models are similar to graphical models: they allow similar patterns of deductive and abductive inference from observations.
the vertices of a transformation graph do not represent different random variables, but rather mutually exclusive values of the same random variable, whose probabilities sum to 1.