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E. L. Lehmann and J. P. Romano, Testing statistical hypotheses, Springer, New York, 3rd ed., 2005, vol. Springer texts in statistics.
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S. Coles, An introduction to statistical modeling of extreme values, Springer, London, 2001, vol. Springer series in statistics.
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E. J. Gumbel, Statistics of Extremes, Dover Publications.