Extreme Value Theory with Applications to Natural Hazards is popular PDF and ePub book, written by Nicolas Bousquet in 2021-10-09, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Extreme Value Theory with Applications to Natural Hazards can be Read Online from any device for your convenience.
Extreme Value Theory with Applications to Natural Hazards Book PDF Summary
This richly illustrated book describes statistical extreme value theory for the quantification of natural hazards, such as strong winds, floods and rainfall, and discusses an interdisciplinary approach to allow the theoretical methods to be applied. The approach consists of a number of steps: data selection and correction, non-stationary theory (to account for trends due to climate change), and selecting appropriate estimation techniques based on both decision-theoretic features (e.g., Bayesian theory), empirical robustness and a valid treatment of uncertainties. It also examines and critically reviews alternative approaches based on stochastic and dynamic numerical models, as well as recently emerging data analysis issues and presents large-scale, multidisciplinary, state-of-the-art case studies. Intended for all those with a basic knowledge of statistical methods interested in the quantification of natural hazards, the book is also a valuable resource for engineers conducting risk analyses in collaboration with scientists from other fields (such as hydrologists, meteorologists, climatologists).
Detail Book of Extreme Value Theory with Applications to Natural Hazards PDF
- Author : Nicolas Bousquet
- Release : 09 October 2021
- Publisher : Springer Nature
- ISBN : 9783030749422
- Genre : Mathematics
- Total Page : 491 pages
- Language : English
- PDF File Size : 9,5 Mb
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