Product Information
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.Product Identifiers
PublisherSpringer International Publishing A&G
ISBN-139783319896342
eBay Product ID (ePID)2317601189
Product Key Features
Number of Pages267 Pages
Publication NameElements of Copula Modeling with R
LanguageEnglish
SubjectEngineering & Technology, Accounting, Computer Science, Mathematics
Publication Year2019
TypeTextbook
AuthorMarius Hofert, Jun Yan, Ivan Kojadinovic, Martin Machler
SeriesUse R!
Dimensions
Item Height235 mm
Item Weight433 g
Additional Product Features
Country/Region of ManufactureSwitzerland
Title_AuthorJun Yan, Martin Machler, Ivan Kojadinovic, Marius Hofert