Use of Cross-validation Bayes Factors to Test Equality of Two Densities

Jeffery Hart, Taeryon Choi, Naveed Merchant

We propose a non-parametric, two-sample Bayesian test for checking whether or not two data sets share a common distribution. The test makes use of data splitting ideas and does not…