Bayesian Nonparametric Hypothesis Testing for Complex Data
In this thesis, we propose novel Bayesian Nonparametric (BNP) hypothesis testing procedures for four familiar problems where parametric assumption are untenable. Out first proposed is a BNP hypothesis testing procedure for comparing the multivariate distributions of several treatment groups against a control group. Thi...