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Applebaum

Levy Processes and Stochastic Calculus

Medium: Buch
ISBN: 978-0-521-73865-1
Verlag: Cambridge University Press
Erscheinungstermin: 12.05.2014
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9780521738651
  • Medium: Buch
  • ISBN: 978-0-521-73865-1
  • Verlag: Cambridge University Press
  • Erscheinungstermin: 12.05.2014
  • Sprache(n): Englisch
  • Auflage: 2. Auflage 2014
  • Serie: Cambridge Studies in Advanced Mathematics
  • Produktform: Kartoniert, Paperback
  • Gewicht: 792 g
  • Seiten: 490
  • Format (B x H x T): 152 x 229 x 29 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

David Applebaum is a Professor in the Department of Probability and Statistics at the University of Sheffield.

Preface to second edition; Preface to first edition; Overview; Notation; 1. Lévy processes; 2. Martingales, stopping times and random measures; 3. Markov processes, semigroups and generators; 4. Stochastic integration; 5. Exponential martingales; 6. Stochastic differential equations; References; Index of notation; Subject index.