In order to test whether the common distribution
of the Xi’s coincides with the common distribution of the Yj’s, Wald and Wolfowitz’ statistic is the number
of runs in the sequence obtained by replacing X’s with ones and Y ’s with zeros in the order statistic of the
pooled sample.