 The infinite nature of these models also lends them to natural language processing applications, where it is often desirable to treat the vocabulary as an infinite, discrete set.The Dirichlet Process can also be used for nonparametric hypothesis testing, i.e.to develop Bayesian nonparametric versions of the classical nonparametric hypothesis tests, e.g.