1st Edition

Dependence Modeling with Copulas

By Harry Joe Copyright 2015
480 Pages 21 B/W Illustrations
by Chapman & Hall

480 Pages 21 B/W Illustrations
by Chapman & Hall

480 Pages
by Chapman & Hall

Dependence Modeling with Copulas covers the substantial advances that have taken place in the field during the last 15 years, including vine copula modeling of high-dimensional data. Vine copula models are constructed from a sequence of bivariate copulas. The book develops generalizations of vine copula models, including common and structured factor models that extend from the Gaussian... Read more

Introduction. Basics: Dependence, Tail Behavior, and Asymmetries. Copula Construction Methods. Parametric Copula Families and Properties. Inference, Diagnostics, and Model Selection. Computing and Algorithms. Applications and Data Examples. Theorems for Properties of Copulas. Appendix. Index.

Biography

Harry Joe