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Field name	Details
Dewey Class	519.2
Title	A Course on Rough Paths ([EBook]) : With an Introduction to Regularity Structures / by Peter K. Friz, Martin Hairer.
Author	Friz, Peter K.
Added Personal Name	Hairer, Martin
Other name(s)	SpringerLink (Online service)
Edition statement	2nd ed. 2020.
Publication	Cham : Springer International Publishing , 2020.
Physical Details	XVI, 346 pages: 3 illus. : online resource.
Series	Universitext 0172-5939
ISBN	9783030415563
Summary Note	With many updates and additional exercises, the second edition of this book continues to provide readers with a gentle introduction to rough path analysis and regularity structures, theories that have yielded many new insights into the analysis of stochastic differential equations, and, most recently, stochastic partial differential equations. Rough path analysis provides the means for constructing a pathwise solution theory for stochastic differential equations which, in many respects, behaves like the theory of deterministic differential equations and permits a clean break between analytical and probabilistic arguments. Together with the theory of regularity structures, it forms a robust toolbox, allowing the recovery of many classical results without having to rely on specific probabilistic properties such as adaptedness or the martingale property. Essentially self-contained, this textbook puts the emphasis on ideas and short arguments, rather than aiming for the strongest possible statements. A typical reader will have been exposed to upper undergraduate analysis and probability courses, with little more than Itô-integration against Brownian motion required for most of the text. From the reviews of the first edition: "Can easily be used as a support for a graduate course ... Presents in an accessible way the unique point of view of two experts who themselves have largely contributed to the theory" - Fabrice Baudouin in the Mathematical Reviews "It is easy to base a graduate course on rough paths on this ... A researcher who carefully works her way through all of the exercises will have a very good impression of the current state of the art" - Nicolas Perkowski in Zentralblatt MATH.:
Contents note	1 Introduction -- 2 The space of rough paths -- 3 Brownian motion as a rough path -- 4 Integration against rough paths -- 5 Stochastic integration and Itô's formula -- 6 Doob-Meyer type decomposition for rough paths -- 7 Operations on controlled rough paths -- 8 Solutions to rough differential equations -- 9 Stochastic differential equations -- 10 Gaussian rough paths -- 11 Cameron-Martin regularity and applications -- 12 Stochastic partial differential equations -- 13 Introduction to regularity structures -- 14 Operations on modelled distributions -- 15 Application to the KPZ equation -- References -- Index.
Mode of acces to digital resource	Digital book. Cham Springer Nature 2020. - Mode of access: World Wide Web. System requirements: Internet Explorer 6.0 (or higher) or Firefox 2.0 (or higher). Available as searchable text in PDF format
System details note	Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site	https://doi.org/10.1007/978-3-030-41556-3
Links to Related Works	Subject References: Differential Equations . Ordinary differential equations . Partial differential equations . Probabilities . Probability theory and stochastic processes . Authors: author . Friz, Peter K. . Hairer, Martin . Corporate Authors: SpringerLink (Online service) . Series: Universitext . Classification: 519.2 . 519.2 (DDC 23) .

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A Course on Rough Paths: With an Introduction to Regularity Structures

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