Levy processes and stochastic calculus
Language: English Series: Cambridge studies in advanced mathematics / edited by B. Bollobas; v.116Publication details: Cambridge University Press 2009 CambridgeEdition: 2nd edDescription: xxx, 460pISBN:- 9780521738651
- 519.22 Ap52l2
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PK Kelkar Library, IIT Kanpur | General Stacks | 519.22 Ap52l2 (Browse shelf(Opens below)) | Checked out to MANGALA PRASAD (S2110826600) | 08/07/2025 | A184022 |
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519.2076 N141d Digital dice | 519.209 M287 PROBABILITY THEORY | 519.20924 R27n NAYMAN - FROM LIFE | 519.22 Ap52l2 Levy processes and stochastic calculus | 519.22 B16f Fundamentals of stochastic filtering | 519.22 B769l Level crossing methods in stochastic models | 519.22 Ib3f Fundamentals of stochastic networks |
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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