Multidimensional stochastic processes as rough paths

theory and applications

Multidimensional stochastic processes as roug ...
Peter Friz, Nicolas Victoir, P ...
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Last edited by MARC Bot
May 8, 2025 | History

Multidimensional stochastic processes as rough paths

theory and applications

"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.

Publish Date
Language
English

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Edition Availability
Cover of: Multidimensional stochastic processes as rough paths
Multidimensional stochastic processes as rough paths: theory and applications
2010, Cambridge University Press
in English
Cover of: Multidimensional Stochastic Processes as Rough Paths
Multidimensional Stochastic Processes as Rough Paths
April 1, 2008, Cambridge University Press
Hardcover in English

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Book Details


Edition Notes

Includes bibliographical references and index.

Published in
New York
Series
Cambridge studies in advanced mathematics -- 120

Classifications

Dewey Decimal Class
519.2
Library of Congress
QA274.23 .F746 2010

The Physical Object

Pagination
p. cm.

Edition Identifiers

Open Library
OL23971920M
ISBN 13
9780521876070
LCCN
2009048605
OCLC/WorldCat
476360222

Work Identifiers

Work ID
OL18798625W

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