Thank you so much for your response
Am I understanding correctly that the “ordered” constraint on the “latent” causes the “mu_hat” to prefer an ordering that the data finds most agreeable? i.e. if mu_hat isn’t ordered optimally, the likelihood of the samples from “latent” will be less than under the optimal ordering?