Lévy Processes and Stochastic Calculus
eBook - PDF

Lévy Processes and Stochastic Calculus

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Lévy Processes and Stochastic Calculus

About this book

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.

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Yes, you can access Lévy Processes and Stochastic Calculus by David Applebaum in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover
  2. Half-title
  3. Title
  4. Copyright
  5. Dedication
  6. Contents
  7. Preface to Second Edition
  8. Preface
  9. Overview
  10. Notation
  11. 1 Levy processes
  12. 2 Martingales, stopping times and random measures
  13. 3 Markov processes, semigroups and generators
  14. 4 Stochastic integration
  15. 5 Exponential martingales, change of measure and financial applications
  16. 6 Stochastic differential equations
  17. References
  18. Index of notation
  19. Subject Index