Dynamic Copula Methods in Finance

Dynamic Copula Methods in Finance

Author(s): Umberto Cherubini, Fabio Gobbi, Sabrina Mulinacci, Silvia Romagnoli

Published Online: 25 MAY 2012 10:05AM EST

Print ISBN: 9780470683071

Online ISBN: 9781118467404

DOI: 10.1002/9781118467404

About this Book

The latest tools and techniques for pricing and risk management

This book introduces readers to the use of copula functions to represent the dynamics of financial assets and risk factors, integrated temporal and cross-section applications. The first part of the book will briefly introduce the standard the theory of copula functions, before examining the link between copulas and Markov processes. It will then introduce new techniques to design Markov processes that are suited to represent the dynamics of market risk factors and their co-movement, providing techniques to both estimate and simulate such dynamics. The second part of the book will show readers how to apply these methods to the evaluation of pricing of multivariate derivative contracts in the equity and credit markets. It will then move on to explore the applications of joint temporal and cross-section aggregation to the problem of risk integration.

Table of contents