Pricing Derivatives Under Lévy Models

Modern Finite-Difference and Pseudo-Differential Operators Approach
1. Auflage 2017
ISBN: 978-1-4939-6790-2
Verlag: Springer

Buch, Englisch, Band 12, 308 Seiten, Format (B × H): 168 mm x 240 mm, Gewicht: 552 g

Reihe: Pseudo-Differential Operators

This monograph presents a novel numerical approach to solving partial integro-differential equations arising in asset pricing models with jumps, which greatly exceeds the efficiency of existing approaches. The method, based on pseudo-differential operators and several original contributions to the theory of finite-difference schemes, is new as applied to the Lévy processes in finance, and is herein presented for the first time in a single volume. The results within, developed in a series of research papers, are collected and arranged together with the necessary background material from Lévy processes, the modern theory of finite-difference schemes, the theory of M-matrices and EM-matrices, etc., thus forming a self-contained work that gives the reader a smooth introduction to the subject. For readers with no knowledge of finance, a short explanation of the main financial terms and notions used in the book is given in the glossary.

The latter part of the book demonstrates the efficacy of the method by solving some typical problems encountered in computational finance, including structural default models with jumps, and local stochastic volatility models with stochastic interest rates and jumps. The author also adds extra complexity to the traditional statements of these problems by taking into account jumps in each stochastic component while all jumps are fully correlated, and shows how this setting can be efficiently addressed within the framework of the new method.

Written for non-mathematicians, this book will appeal to financial engineers and analysts, econophysicists, and researchers in applied numerical analysis. It can also be used as an advance course on modern finite-difference methods or computational finance.

Zielgruppe

Graduate

Autoren/Hrsg.

Itkin, Andrey

Fachgebiete

• Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsmathematik und -statistik
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Mathematik | Informatik Mathematik Mathematik Interdisziplinär Finanz- und Versicherungsmathematik
• Mathematik | Informatik Mathematik Mathematische Analysis Differentialrechnungen und -gleichungen

Inhaltsverzeichnis

Basics of a finite-difference method.- Modern finite-difference approach.- An M-matrix theory and FD.- Brief Introduction into Lévy processes.- Pseudo-parabolic and fractional equations of option pricing.- Pseudo-parabolic equations for various Lévy models.- High-order splitting methods for forward PDEs and PIDEs.- Multi-dimensional structural default models and correlated jumps.- LSV models with stochastic interest rates and correlated jumps.- Stochastic skew model.- Glossary.- References.- Index.

Über Autor(innen)

Andrey Itkin is an Adjunct Professor of computational and algorithmic finance at the Tandon School of Enginering at New York University and Director, Senior Quant Research Associate at Bank of America.