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Extreme Value Theory An Introduction by Laurens de Haan 2006. Excellent introduction to extreme value theory at the graduate level, requiring only some mathematical maturity. Concentration is on the probabilistic and statistical aspects of extreme values, focusing on theoretical results along with applications.
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