On the interpoint distances of Bernoulli vectors

We consider the squared Euclidean interpoint distances (IDs) among multivariate Bernoulli observations and determine the mean, covariance and the distribution of the IDs within a single group or across two groups. We discuss testing the equality of two distribution functions when the number of variables is large and exceeds the number of observations.