In Latent Class Analysis, it is typical to run the model several times using different seeds to make sure that the optimization is not stuck on a local minima. It would be great if JMP adds this functionality (have an input box to say how many starts the user wants), and report on performance on the different seeds (log likelihood/BIC/AIC) to have an idea on whether the LCA solution is well-defined or not.