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Multidimensional Stochastic Processes as Rough Paths

Theory and Applications

Jezik AngleščinaAngleščina
Knjiga Trda
Knjiga Multidimensional Stochastic Processes as Rough Paths Peter K Friz
Koda Libristo: 04379057
Založba Cambridge University Press, februar 2010
Rough path analysis provides a fresh perspective on Ito's important theory of stochastic differentia... Celoten opis
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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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O knjigi

Polni naslov Multidimensional Stochastic Processes as Rough Paths
Avtor Peter K Friz
Jezik Angleščina
Vezava Knjiga - Trda
Datum izida 2010
Število strani 670
EAN 9780521876070
ISBN 0521876079
Koda Libristo 04379057
Teža 1062
Mere 235 x 160 x 39
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