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Multidimensional Stochastic Processes as Rough Paths
Hoofdkenmerken
Auteur: Peter K. Friz; Nicolas B. Victoir
Titel: Multidimensional Stochastic Processes as Rough Paths
Uitgever: Cambridge University Press
ISBN: 9780511686511
ISBN boekversie: 9780521876070
Editie: 1
Prijs: € 124,53
Inhoudelijke kenmerken
Categorie: General
Taal: English
Imprint: Cambridge University Press
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

Rough path analysis provides a fresh perspective on Ito's important theory of stochastic differential equations. Key theorems of modern stochastic analysis (existence and limit theorems for stochastic flows, Freidlin-Wentzell theory, the Stroock-Varadhan support description) can be obtained with dramatic simplifications. Classical approximation results and their limitations (Wong-Zakai, McShane's counterexample) receive 'obvious' rough path explanations. Evidence is building that rough paths will play an important role in the future analysis of stochastic partial differential equations and the authors include some first results in this direction. They also emphasize interactions with other parts of mathematics, including Caratheodory geometry, Dirichlet forms and Malliavin calculus. Based on successful courses at the graduate level, this up-to-date introduction presents the theory of rough paths and its applications to stochastic analysis. Examples, explanations and exercises make the book accessible to graduate students and researchers from a variety of fields.
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