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Malliavin Calculus for Levy Processes and Infinite-Dimensional Brownian Motion.

Malliavin Calculus for Levy Processes and Infinite-Dimensional Brownian Motion. レヴィ過程と無限次元ブラウン運動のためのマリアバン解析

・ISBN 978-1-107-01614-9 hard GB£ 70.00

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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-139-06011-0

著者・編者Osswald, Horst,
シリーズCambridge Tracts in Mathematics
出版社(Cambridge U. Pr., UK)
出版年月2012
ページ数424 pp.
言語ENG
ニュース番号<593-332 T32-310>

解説

Assuming only basic knowledge of probability theory and functional analysis, this book provides a self-contained introduction to Malliavin calculus and infinite-dimensional Brownian motion. In an effort to demystify a subject thought to be difficult, it exploits the framework of nonstandard analysis, which allows infinite-dimensional problems to be treated as finite-dimensional. The result is an intuitive, indeed enjoyable, development of both Malliavin calculus and nonstandard analysis. The main aspects of stochastic analysis and Malliavin calculus are incorporated into this simplifying framework. Topics covered include Brownian motion, Ornstein-Uhlenbeck processes both with values in abstract Wiener spaces, Levy processes, multiple stochastic integrals, chaos decomposition, Malliavin derivative, Clark-Ocone formula, Skorohod integral processes and Girsanov transformations. The careful exposition, which is neither too abstract nor too theoretical, makes this book accessible to graduate students, as well as to researchers interested in the techniques.