Percentage points are given for the Kolmogorov-Smirnov statistics D +, D -, and D and for the Kuiper statistic V for testing fit to the extreme-value distribution with unknown parameters. The statistics may also be used for tests for the Weibull distribution.
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Chandra et al. (1981) studied this question.