Malliavin Calculus for Lévy Processes with Applications to Finance
Title | Malliavin Calculus for Lévy Processes with Applications to Finance PDF eBook |
Author | Giulia Di Nunno |
Publisher | Springer Science & Business Media |
Pages | 421 |
Release | 2008-10-08 |
Genre | Mathematics |
ISBN | 3540785728 |
This book is an introduction to Malliavin calculus as a generalization of the classical non-anticipating Ito calculus to an anticipating setting. It presents the development of the theory and its use in new fields of application.
Lévy Processes and Stochastic Calculus
Title | Lévy Processes and Stochastic Calculus PDF eBook |
Author | David Applebaum |
Publisher | Cambridge University Press |
Pages | 461 |
Release | 2009-04-30 |
Genre | Mathematics |
ISBN | 1139477986 |
Lévy processes form a wide and rich class of random process, and have many applications ranging from physics to finance. Stochastic calculus is the mathematics of systems interacting with random noise. Here, the author ties these two subjects together, beginning with an introduction to the general theory of Lévy processes, then leading on to develop the stochastic calculus for Lévy processes in a direct and accessible way. This fully revised edition now features a number of new topics. These include: regular variation and subexponential distributions; necessary and sufficient conditions for Lévy processes to have finite moments; characterisation of Lévy processes with finite variation; Kunita's estimates for moments of Lévy type stochastic integrals; new proofs of Ito representation and martingale representation theorems for general Lévy processes; multiple Wiener-Lévy integrals and chaos decomposition; an introduction to Malliavin calculus; an introduction to stability theory for Lévy-driven SDEs.
Malliavin Calculus for Lévy Processes with Applications to Finance
Title | Malliavin Calculus for Lévy Processes with Applications to Finance PDF eBook |
Author | Giulia Di Nunno |
Publisher | |
Pages | 413 |
Release | 2009 |
Genre | Lévy processes |
ISBN | 9781282631724 |
While the original works on Malliavin calculus aimed to study the smoothness of densities of solutions to stochastic differential equations, this book has another goal. It portrays the most important and innovative applications in stochastic control and finance, such as hedging in complete and incomplete markets, optimisation in the presence of asymmetric information and also pricing and sensitivity analysis. In a self-contained fashion, both the Malliavin calculus with respect to Brownian motion and general Lévy type of noise are treated. Besides, forward integration is included and indeed extended to general Lévy processes. The forward integration is a recent development within anticipative stochastic calculus that, together with the Malliavin calculus, provides new methods for the study of insider trading problems. To allow more flexibility in the treatment of the mathematical tools, the generalization of Malliavin calculus to the white noise framework is also discussed. This book is a valuable resource for graduate students, lecturers in stochastic analysis and applied researchers.
Introduction to Malliavin Calculus
Title | Introduction to Malliavin Calculus PDF eBook |
Author | David Nualart |
Publisher | Cambridge University Press |
Pages | 249 |
Release | 2018-09-27 |
Genre | Business & Economics |
ISBN | 1107039126 |
A compact introduction to this active and powerful area of research, combining basic theory, core techniques, and recent applications.
Malliavin Calculus and Stochastic Analysis
Title | Malliavin Calculus and Stochastic Analysis PDF eBook |
Author | Frederi Viens |
Publisher | Springer Science & Business Media |
Pages | 580 |
Release | 2013-02-15 |
Genre | Mathematics |
ISBN | 1461459060 |
The stochastic calculus of variations of Paul Malliavin (1925 - 2010), known today as the Malliavin Calculus, has found many applications, within and beyond the core mathematical discipline. Stochastic analysis provides a fruitful interpretation of this calculus, particularly as described by David Nualart and the scores of mathematicians he influences and with whom he collaborates. Many of these, including leading stochastic analysts and junior researchers, presented their cutting-edge research at an international conference in honor of David Nualart's career, on March 19-21, 2011, at the University of Kansas, USA. These scholars and other top-level mathematicians have kindly contributed research articles for this refereed volume.
Stochastic Analysis
Title | Stochastic Analysis PDF eBook |
Author | Hiroyuki Matsumoto |
Publisher | Cambridge University Press |
Pages | 359 |
Release | 2017 |
Genre | Mathematics |
ISBN | 110714051X |
Developing the Itô calculus and Malliavin calculus in tandem, this book crystallizes modern day stochastic analysis into a single volume.
Malliavin Calculus for Lévy Processes and Infinite-Dimensional Brownian Motion
Title | Malliavin Calculus for Lévy Processes and Infinite-Dimensional Brownian Motion PDF eBook |
Author | Horst Osswald |
Publisher | Cambridge University Press |
Pages | 429 |
Release | 2012-03 |
Genre | Mathematics |
ISBN | 1107016142 |
After functional, measure and stochastic analysis prerequisites, the author covers chaos decomposition, Skorohod integral processes, Malliavin derivative and Girsanov transformations.