Found the answer here: https://stats.stackexchange.com/questions/348522/understanding-dirichlet-process-mixtures
In essence, P takes SUBSETS of thetas and not the thetas directly
Found the answer here: https://stats.stackexchange.com/questions/348522/understanding-dirichlet-process-mixtures
In essence, P takes SUBSETS of thetas and not the thetas directly