Elements of Copula Modeling with R

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Éditeur :

Springer


Collection :

Use R!

Paru le : 2019-01-09

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Description

This book introduces the main theoretical findings related to copulas and shows how statistical modeling of multivariate continuous distributions using copulas can be carried out in the R statistical environment with the package copula (among others). 
Copulas are multivariate distribution functions with standard uniform univariate margins. They are increasingly applied to modeling dependence among random variables in fields such as risk management, actuarial science, insurance, finance, engineering, hydrology, climatology, and meteorology, to name a few.

In the spirit of the Use R! series, each chapter combines key theoretical definitions or results with illustrations in R. Aimed at statisticians, actuaries, risk managers, engineers and environmental scientists wanting to learn about the theory and practice of copula modeling using R without an overwhelming amount of mathematics, the book can also be used for teaching a course on copula modeling.




Pages
267 pages
Collection
Use R!
Parution
2019-01-09
Marque
Springer
EAN papier
9783319896342
EAN PDF
9783319896359

Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
26
Taille du fichier
67052 Ko
Prix
105,49 €
EAN EPUB
9783319896359

Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
26
Taille du fichier
38625 Ko
Prix
105,49 €