Lévy Processes and Stochastic Calculus
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Abstract
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…
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1,373
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Keywords
- Malliavin calculus
- Stochastic calculus
- Lévy process
- Martingale (probability theory)
- Mathematics
- Stochastic process
- Calculus (dental)
- Time-scale calculus
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