CUED Publications database

Bayesian two-sample tests

Borgwardt, KM and Ghahramani, Z Bayesian two-sample tests. (Unpublished)

Full text not available from this repository.

Abstract

In this paper, we present two classes of Bayesian approaches to the two-sample problem. Our first class of methods extends the Bayesian t-test to include all parametric models in the exponential family and their conjugate priors. Our second class of methods uses Dirichlet process mixtures (DPM) of such conjugate-exponential distributions as flexible nonparametric priors over the unknown distributions.

Item Type: Article
Uncontrolled Keywords: cs.LG cs.LG
Subjects: UNSPECIFIED
Divisions: Div F > Computational and Biological Learning
Depositing User: Unnamed user with email sms67@cam.ac.uk
Date Deposited: 02 Sep 2016 17:47
Last Modified: 24 Sep 2016 23:13
DOI: