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We provide a combinatorial description of exclusion statistics in terms of minimal difference partitions. We compute the probability distribution of the number of parts in a random minimal partition. It is shown that the bosonic point is a repulsive fixed point for which the limiting distribution has a Gumbel form. For all positive the distribution is shown to be Gaussian.

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