  We consider a permutation method for testing whether observations given in
their natural pairing exhibit an unusual level of similarity in situations
where any two observations may be similar at some unknown baseline level. Under
a null hypotheses where there is no distinguished pairing of the observations,
a normal approximation with explicit bounds and rates is presented for
determining approximate critical test levels.
