Posterior distribution of parameters for a model with two components. One parameter (age) has been purposefully forced to be the same of the two components. The raw posterior distribution is shown on the left, for which the two components may switch during inference, and the final result is shown on the right, in which the individual component parameter values have been redistributed a posteriori. For visual purposes only a subset of the parameters are shown.