Description

Book Synopsis
This book is not a research monograph about Malliavin calculus with the latest results and the most sophisticated proofs. It does not contain all the results which are known even for the basic subjects which are addressed here. The goal was to give the largest possible variety of proof techniques. For instance, we did not focus on the proof of concentration inequality for functionals of the Brownian motion, as it closely follows the lines of the analog result for Poisson functionals. This book grew from the graduate courses I gave at Paris-Sorbonne and Paris-Saclay universities, during the last few years. It is supposed to be as accessible as possible for students who have knowledge of Itô calculus and some rudiments of functional analysis.


Trade Review
“For all the notions, precise definitions of the mathematical objects and complete proofs of the results are given; some examples are thoroughly studied. At the end of each chapter, the reader can also find some classical mathematical background. This book should prove useful for students and academic scholars wishing to get acquainted with Malliavin’s calculus, and also for more advanced researchers interested by more recent applications.” (Jean Picard, zbMATH 1514.60002, 2023)

Table of Contents
- 1. Wiener Space. - 2. Gradient and Divergence. - 3. Wiener Chaos. - 4. Fractional Brownian Motion. - 5. Poisson Space. - 6. The Malliavin–Stein Method.

Selected Topics in Malliavin Calculus: Chaos,

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A Paperback / softback by Laurent Decreusefond

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    View other formats and editions of Selected Topics in Malliavin Calculus: Chaos, by Laurent Decreusefond

    Publisher: Springer International Publishing AG
    Publication Date: 25/06/2023
    ISBN13: 9783031013133, 978-3031013133
    ISBN10: 3031013131

    Description

    Book Synopsis
    This book is not a research monograph about Malliavin calculus with the latest results and the most sophisticated proofs. It does not contain all the results which are known even for the basic subjects which are addressed here. The goal was to give the largest possible variety of proof techniques. For instance, we did not focus on the proof of concentration inequality for functionals of the Brownian motion, as it closely follows the lines of the analog result for Poisson functionals. This book grew from the graduate courses I gave at Paris-Sorbonne and Paris-Saclay universities, during the last few years. It is supposed to be as accessible as possible for students who have knowledge of Itô calculus and some rudiments of functional analysis.


    Trade Review
    “For all the notions, precise definitions of the mathematical objects and complete proofs of the results are given; some examples are thoroughly studied. At the end of each chapter, the reader can also find some classical mathematical background. This book should prove useful for students and academic scholars wishing to get acquainted with Malliavin’s calculus, and also for more advanced researchers interested by more recent applications.” (Jean Picard, zbMATH 1514.60002, 2023)

    Table of Contents
    - 1. Wiener Space. - 2. Gradient and Divergence. - 3. Wiener Chaos. - 4. Fractional Brownian Motion. - 5. Poisson Space. - 6. The Malliavin–Stein Method.

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