Multidimensional Stochastic Processes as Rough Paths
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Abstract
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…
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Topics
Keywords
- Counterexample
- Stochastic differential equation
- Mathematics
- Malliavin calculus
- Stochastic calculus
- Limit (mathematics)
- Perspective (graphical)
- Semimartingale
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