where the weights (w1,..., wk) are nonnegative and sum to one, and pi is the probability that a randomly generated, intergenic sequence alignment of the same size would have its ith best site as good as or better than the ith best site in the intergenic sequence data under consideration. The calculation is conservative because the underlying events whose probabilities are (p1,..., pk) are not statistically disjoint [40].