Abstract
In this paper, we deal with the problem of testing for the equality of k probability distributions defined on where
is a metric space and
is the corresponding Borel σ-field. We introduce a test statistic based on reproducing kernel Hilbert space embeddings and derive its asymptotic distribution under the null hypothesis. Simulations show that the introduced procedure outperforms a known method.