Extreme-value Statistics: Rudiments and applications
Data Analysis, Statistics and Probability
2024-07-02 v1
Abstract
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.
Cite
@article{arxiv.2407.00725,
title = {Extreme-value Statistics: Rudiments and applications},
author = {Evangelos Matsinos},
journal= {arXiv preprint arXiv:2407.00725},
year = {2024}
}
Comments
52 pages, 10 figures, 9 tables