极值统计:基础与应用

Evangelos Matsinos
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引用次数: 0

摘要

本研究概述了能够分析极值的理论,即通过观测超常/罕见物理现象获得的测量值。形式主义是以透明的方式发展起来的,适合应用于现实世界的问题。本文详细介绍了该理论的三个应用实例:首先,我们重温了一个老问题,它与 Rh{\^o}ne 河引发的洪水的回归期有关;其次,我们研究了陨石撞击地球的发生频率和严重程度;第三个实例中分析的数据与超百岁老人的寿命有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Extreme-value Statistics: Rudiments and applications
This study provides a summary of the theory which enables the analysis of extreme values, i.e., of measurements acquired from the observation of extraordinary/rare physical phenomena. The formalism is developed in a transparent way, tailored to the application to real-world problems. Three examples of the application of the theory are detailed: first, an old problem, relating to the return period of floods caused by the Rh{\^o}ne river, is revisited; second, the frequency of occurrence and the severity of meteorite impacts on the Earth are examined; the data, which are analysed in the third example, relate to the longevity of supercentenarians.
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