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Handbook of Statistics of Extremes.
・ISBN 978-1-032-51980-7 hard GB£ 210.00
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| 著者・編者 | de Carvalho, Miguel / Huser, Raphael / Naveau, Philippe / Reich, Brian J. (eds.), |
|---|---|
| シリーズ | Chapman & Hall/CRC Handbooks of Modern Statistical Methods |
| 出版社 | (Chapman & Hall/CRC, UK) |
| 出版年月 | 2026 |
| ページ数 | 772 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-20018＞ |
解説
Statistics of extremes is a prominent field of research concerned with modeling the risk of occurrence of extreme events, that is, low-probability-high-impact events such as a stock market crash, hurricanes, heatwaves, and widespread flooding.
The Handbook of Statistics of Extremes covers statistical models for univariate, multivariate, and spatio-temporal extreme values. Written by leading experts from around the world, it serves as a key reference for statisticians and data scientists, as well as for professionals working in risk modeling-such as geophysical and climate scientists, financial analysts, and health clinicians and neuroscientists-and as a valuable resource for practitioners and graduate students who wish to deepen their understanding of the statistical modeling of extreme events.
Key Features:
? Presents frequentist and Bayesian methods, as well as AI-based techniques for extreme value analysis.
? Details how to model the frequency, magnitude, and spatio-temporal dependence of extreme events, and how to extrapolate into the tails of a distribution beyond observed data.
? Provides code, data, and other additional materials available here: https://extremestats.github.io/Handbook/.