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Summary We derive a uniform rate of convergence of (1– n ‐1 x) n to e ‐x (x < 0). It provides a uniform rate of convergence for the distribution of the largest order statistic in a sample from an exponential distribution to the “double exponential” extreme value distribution. It likewise provides a rate of convergence for the distribution of the smallest order statistic from a uniform distribution.
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Hall et al. (1979) studied this question.
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