An Introduction to Statistical Modeling of Extreme Values

Autori

• Stuart Coles

Parametri

• 224 pagine
• 8 ore di lettura

• Matematica

Maggiori informazioni sul libro

Focusing on the practical application of extreme value models, this book provides an accessible theoretical framework and statistical techniques suitable for both statisticians and non-statisticians. It covers historical and contemporary modeling techniques, complemented by real-world examples using genuine datasets. A concluding chapter introduces advanced topics like Bayesian inference and spatial extremes. Computations are performed in S-PLUS, with datasets available online for readers. This resource is ideal for students, researchers, and practitioners in various fields seeking to address real-world problems.

Lingua: Inglese

Pubblicato: 2011

(In brossura)