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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"--Provided by publisher.
"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"--Provided by publisher.
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Buy this book

Previews available in: English
Edition | Availability |
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1
Multidimensional stochastic processes as rough paths: theory and applications
2010, Cambridge University Press
in English
0521876079 9780521876070
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2
Multidimensional Stochastic Processes as Rough Paths
April 1, 2008, Cambridge University Press
Hardcover
in English
0521876079 9780521876070
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Book Details
Edition Notes
Includes bibliographical references and index.
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Work Description
An introduction to rough path theory and its applications to stochastic analysis, written for graduate students and researchers.
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May 8, 2025 | Edited by MARC Bot | import existing book |
July 31, 2019 | Edited by MARC Bot | associate edition with work OL18798625W |
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February 13, 2019 | Created by MARC Bot | import existing book |