In this paper, we propose novel, fully Bayesian non-parametric tests for one-sample and two-sample multivariate location problems. We model the underlying distribution using a Dirichlet process prior, develop testing procedure based on posterior credible region spatial median functional of distribution. For problem, fail to reject null hypothesis if set contains value. form difference medians t...