CUED Publications database

Bayesian two-sample tests

Borgwardt, KM and Ghahramani, Z (2009) Bayesian two-sample tests.

Full text not available from this repository.


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
Divisions: Div F > Computational and Biological Learning
Depositing User: Cron job
Date Deposited: 04 Feb 2015 23:14
Last Modified: 05 Feb 2015 07:28